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Changelog

1.7.0 (2024-10-04)

New Features

Enhancements

  • Create single virtualenv when DbtVirtualenvBaseOperator has virtualenv_dir=None and is_virtualenv_dir_temporary=True by @kesompochy in #1200
  • Consistently handle build and imports in cosmos/__init__.py by @tatiana in #1215
  • Add enum constants to init for direct import by @fabiomx in #1184

Bug fixes

  • URL encode dataset names to support multibyte characters by @t0momi219 in #1198
  • Fix invalid argument (full_refresh) passed to DbtTestAwsEksOperator (and others) by @johnhoran in #1175
  • Fix printer_width arg type in DbtProfileConfigVars by @jessicaschueler in #1191
  • Fix task owner fallback by @jmaicher in #1195

Docs

  • Add scarf to readme and docs for website analytics by @cmarteepants in #1221
  • Add virtualenv_dir param to ExecutionConfig docs by @pankajkoti in #1173
  • Give credits to @LennartKloppenburg in CHANGELOG.rst by @tatiana #1174
  • Refactor docs for async mode execution by @pankajkoti in #1241

Others

  • Remove PR branch added for testing a change in CI in #1224 by @pankajkoti in #1233
  • Fix CI wrt broken coverage upload artifact @pankajkoti in #1210
  • Fix CI issues - Upgrade actions/upload-artifact & actions/download-artifact to v4 and set min version for packaging by @pankajkoti in #1208
  • Resolve CI failures for Apache Airflow 2.7 jobs by @pankajkoti in #1182
  • CI: Update GCP manifest file path based on new secret update by @pankajkoti in #1237
  • Pre-commit hook updates in #1176 #1186, #1186, #1201, #1219, #1231

1.6.0 (2024-08-20)

New Features

  • Add support for loading manifest from cloud stores using Airflow Object Storage by @pankajkoti in #1109
  • Cache package-lock.yml file by @pankajastro in #1086
  • Support persisting the LoadMode.VIRTUALENV directory @LennartKloppenburg and @tatiana in #1079 and #611
  • Add support to store and fetch dbt ls cache in remote stores by @pankajkoti in #1147
  • Add default source nodes rendering by @arojasb3 in #1107
  • Add Teradata ProfileMapping by @sc250072 in #1077

Enhancements

  • Add DatabricksOauthProfileMapping profile by @CorsettiS in #1091
  • Use dbt ls as the default parser when profile_config is provided by @pankajastro in #1101
  • Add task owner to dbt operators by @wornjs in #1082
  • Extend Cosmos custom selector to support + when using paths and tags by @mvictoria in #1150
  • Simplify logging by @dwreeves in #1108

Bug fixes

  • Fix Teradata ProfileMapping target invalid issue by @sc250072 in #1088
  • Fix empty tag in case of custom parser by @pankajastro in #1100
  • Fix dbt deps of LoadMode.DBT_LS should use ProjectConfig.dbt_vars by @tatiana in #1114
  • Fix import handling by lazy loading hooks introduced in PR #1109 by @dwreeves in #1132
  • Fix Airflow 2.10 regression and add Airflow 2.10 in test matrix by @pankajastro in #1162

Docs

  • Fix typo in azure-container-instance docs by @pankajastro in #1106
  • Use Airflow trademark as it has been registered by @pankajastro in #1105

Others

  • Run some example DAGs in Kubernetes execution mode in CI by @pankajastro in #1127
  • Install requirements.txt by default during dev env spin up by @@CorsettiS in #1099
  • Remove DbtGraph.current_version dead code by @tatiana in #1111
  • Disable test for Airflow-2.5 and Python-3.11 combination in CI by @pankajastro in #1124
  • Pre-commit hook updates in #1074, #1113, #1125, #1144, #1154, #1167

1.5.1 (2024-07-17)

Bug fixes

  • Fix getting temporary AWS credentials with assume_role by @piotrkubicki in #1081
  • Fix issue 'No such file or directory' by @tatiana in #1097

Others

  • Change Cosmos dev status from alpha to prod by @tatiana in #1098
  • Pre-commit hook updates in #1083, #1092

1.5.0 (2024-06-27)

New Features

  • Speed up LoadMode.DBT_LS by caching dbt ls output in Airflow Variable by @tatiana in #1014
  • Support to cache profiles created via ProfileMapping by @pankajastro in #1046
  • Support for running dbt tasks in AWS EKS in #944 by @VolkerSchiewe
  • Add Clickhouse profile mapping by @roadan and @pankajastro in #353 and #1016
  • Add node config to TaskInstance Context by @linchun3 in #1044

Bug fixes

  • Support partial parsing when cache is disabled by @tatiana in #1070
  • Fix disk permission error in restricted env by @pankajastro in #1051
  • Add CSP header to iframe contents by @dwreeves in #1055
  • Stop attaching log adaptors to root logger to reduce logging costs by @glebkrapivin in #1047

Enhancements

  • Support static_index.html docs by @dwreeves in #999
  • Support deep linking dbt docs via Airflow UI by @dwreeves in #1038
  • Add ability to specify host/port for Snowflake connection by @whummer in #1063

Docs

  • Fix rendering for env enable_cache_dbt_ls by @pankajastro in #1069

Others

  • Update documentation for DbtDocs generator by @arjunanan6 in #1043
  • Use uv in CI by @dwreeves in #1013
  • Cache hatch folder in the CI by @tatiana in #1056
  • Change example DAGs to use example_conn as opposed to airflow_db by @tatiana in #1054
  • Mark plugin integration tests as integration by @tatiana in #1057
  • Ensure compliance with linting rule D300 by using triple quotes for docstrings by @pankajastro in #1049
  • Pre-commit hook updates in #1039, #1050, #1064
  • Remove duplicates in changelog by @jedcunningham in #1068

1.4.3 (2024-06-07)

Bug fixes

  • Bring back dataset as a required field for BigQuery profile by @pankajkoti in #1033

Enhancements

  • Only run dbt deps when there are dependencies by @tatiana and @AlgirdasDubickas in #1030

Docs

  • Fix docs so it does not reference non-existing get_dbt_dataset by @tatiana in #1034

1.4.2 (2024-06-06)

Bug fixes

  • Fix the invocation mode for ExecutionMode.VIRTUALENV by @marco9663 in #1023
  • Fix Cosmos enable_cache setting by @tatiana in #1025
  • Make GoogleCloudServiceAccountDictProfileMapping dataset profile arg optional by @oliverrmaa and @pankajastro in #839 and #1017
  • Athena profile mapping set aws_session_token in profile only if it exists by @pankajastro in #1022

Others

  • Update dbt and Airflow conflicts matrix by @tatiana in #1026
  • Enable Python 3.12 unittest by @pankajastro in #1018
  • Improve error logging in DbtLocalBaseOperator by @davidsteinar in #1004
  • Add GitHub issue templates for bug reports and feature request by @pankajkoti in #1009
  • Add more fields in bug template to reduce turnaround in issue triaging by @pankajkoti in #1027
  • Fix dev/Dockerfile + Add uv pip install for faster build time by @dwreeves in #997
  • Drop support for Airflow 2.3 by @pankajkoti in #994
  • Update Astro Runtime image by @RNHTTR in #988 and #989
  • Enable ruff F linting by @pankajastro in #985
  • Move Cosmos Airflow configuration to settings.py by @pankajastro in #975
  • Fix CI Issues by @tatiana in #1005
  • Pre-commit hook updates in #1000, #1019

1.4.1 (2024-05-17)

Bug fixes

  • Fix manifest testing behavior by @chris-okorodudu in #955
  • Handle ValueError when unpacking partial_parse.msgpack by @tatiana in #972

Others

  • Enable pre-commit run and fix type-check job by @pankajastro in #957
  • Clean databricks credentials in test/CI by @tatiana in #969
  • Update CODEOWNERS by @tatiana in #969 x
  • Update emeritus contributors list by @tatiana in #961
  • Promote @dwreeves to committer by @tatiana in #960
  • Pre-commit hook updates in #956

1.4.0 (2024-05-13)

Features

  • Add dbt docs natively in Airflow via plugin by @dwreeves in #737
  • Add support for InvocationMode.DBT_RUNNER for local execution mode by @jbandoro in #850
  • Support partial parsing to render DAGs faster when using ExecutionMode.LOCAL, ExecutionMode.VIRTUALENV and LoadMode.DBT_LS by @dwreeves in #800
  • Improve performance by 22-35% or more by caching partial parse artefact by @tatiana in #904
  • Add Azure Container Instance as Execution Mode by @danielvdende in #771
  • Add dbt build operators by @dylanharper-qz in #795
  • Add dbt profile config variables to mapped profile by @ykuc in #794
  • Add more template fields to DbtBaseOperator by @dwreeves in #786
  • Add pip_install_options argument to operators by @octiva in #808

Bug fixes

  • Make PostgresUserPasswordProfileMapping schema argument optional by @FouziaTariq in #683
  • Fix folder_dir not showing on logs for DbtDocsS3LocalOperator by @PrimOox in #856
  • Improve dbt ls parsing resilience to missing tags/config by @tatiana in #859
  • Fix operator_args modified in place in Airflow converter by @jbandoro in #835
  • Fix Docker and Kubernetes operators execute method resolution by @jbandoro in #849
  • Fix TrinoBaseProfileMapping required parameter for non method authentication by @AlexandrKhabarov in #921
  • Fix global flags for lists by @ms32035 in #863
  • Fix GoogleCloudServiceAccountDictProfileMapping when getting values from the Airflow connection extra__ keys by @glebkrapivin in #923
  • Fix using the dag as a keyword argument as specific_args_keys in DbtTaskGroup by @tboutaour in #916
  • Fix ACI integration (DbtAzureContainerInstanceBaseOperator) by @danielvdende in #872
  • Fix setting dbt project dir to the tmp dir by @dwreeves in #873
  • Fix dbt docs operator to not use graph.gpickle file when --no-write-json is passed by @dwreeves in #883
  • Make Pydantic a required dependency by @pankajkoti in #939
  • Gracefully error if users try to emit_datasets with Airflow 2.9.0 or 2.9.1 by @tatiana in #948
  • Fix parsing tests that have no parents in #933 by @jlaneve
  • Correct root_path in partial parse cache by @pankajkoti in #950

Docs

  • Fix docs homepage link by @jlaneve in #860
  • Fix docs ExecutionConfig.dbt_project_path by @jbandoro in #847
  • Fix typo in MWAA getting started guide by @jlaneve in #846
  • Fix typo related to exporting docs to GCS by @tboutaour in #922
  • Improve partial parsing docs by @tatiana in #898
  • Improve docs for datasets for airflow >= 2.4 by @SiddiqueAhmad in #879
  • Improve test behaviour docs to highlight warning feature in the virtualenv mode by @mc51 in #910
  • Fix docs typo by @SiddiqueAhmad in #917
  • Improve Astro docs by @RNHTTR in #951

Others

  • Add performance integration tests by @jlaneve in #827
  • Enable append_env in operator_args by default by @tatiana in #899
  • Change default append_env behaviour depending on Cosmos ExecutionMode by @pankajkoti and @pankajastro in #954
  • Expose the dbt graph in the DbtToAirflowConverter class by @tommyjxl in #886
  • Improve dbt docs plugin rendering padding by @dwreeves in #876
  • Add connect_retries to databricks profile to fix expensive integration failures by @jbandoro in #826
  • Add import sorting (isort) to Cosmos by @jbandoro in #866
  • Add Python 3.11 to CI/tests by @tatiana and @jbandoro in #821, #824 and #825
  • Fix failing test_created_pod for apache-airflow-providers-cncf-kubernetes after v8.0.0 update by @jbandoro in #854
  • Extend DatabricksTokenProfileMapping test to include session properties by @tatiana in #858
  • Fix broken integration test uncovered from Pytest 8.0 update by @jbandoro in #845
  • Add Apache Airflow 2.9 to the test matrix by @tatiana in #940
  • Replace deprecated DummyOperator by EmptyOperator if Airflow >=2.4.0 by @tatiana in #900
  • Improve logs to troubleshoot issue in 1.4.0a2 with astro-cli by @tatiana in #947
  • Fix issue when publishing a new release to PyPI by @tatiana in #946
  • Pre-commit hook updates in #820, #834, #843 and #852, #890, #896, #901, #905, #908, #919, #931, #941

1.3.2 (2024-01-26)

Bug fixes

  • Fix: ensure DbtGraph.update_node_dependency is called for all load methods by @jbandoro in #803
  • Fix: ensure operator execute method is consistent across all execution base subclasses by @jbandoro in #805
  • Fix custom selector when test node has no depends_on values by @tatiana in #814
  • Fix forwarding selectors to test task when using TestBehavior.AFTER_ALL by @tatiana in #816

Others

  • Docs: Remove incorrect docstring from DbtLocalBaseOperator by @jakob-hvitnov-telia in #797
  • Add more logs to troubleshoot custom selector by @tatiana in #809
  • Fix OpenLineage integration documentation by @tatiana in #810
  • Fix test dependencies after Airflow 2.8 release by @jbandoro and @tatiana in #806
  • Use Airflow constraint file for test environment setup by @jbandoro in #812
  • pre-commit updates in #799, #807

1.3.1 (2023-01-10)

Bug fixes

  • Fix disable event tracking throwing error by @jbandoro in #784
  • Fix support for string path for LoadMode.DBT_LS_FILE and docs by @flinz in #788
  • Remove stack trace to disable unnecessary K8s error by @tatiana in #790

Others

  • Update examples to use the astro-runtime 10.0.0 by @RNHTTR in #777
  • Docs: add missing imports for mwaa getting started by @Benjamin0313 in #792
  • Refactor common executor constructors with test coverage by @jbandoro in #774
  • pre-commit updates in #789

1.3.0 (2023-01-04)

Features

  • Add new parsing method LoadMode.DBT_LS_FILE by @woogakoki in #733 (documentation).
  • Add support to select using (some) graph operators when using LoadMode.CUSTOM and LoadMode.DBT_MANIFEST by @tatiana in #728 (documentation)
  • Add support for dbt selector arg for DAG parsing by @jbandoro in #755 (documentation).
  • Add ProfileMapping for Vertica by @perttus in #540, #688 and #741 (documentation).
  • Add ProfileMapping for Snowflake encrypted private key path by @ivanstillfront in #608 (documentation).
  • Add support for Snowflake encrypted private key environment variable by @DanMawdsleyBA in #649
  • Add DbtDocsGCSOperator for uploading dbt docs to GCS by @jbandoro in #616, (documentation).
  • Add cosmos/propagate_logs Airflow config support for disabling log propagation by @agreenburg in #648 (documentation).
  • Add operator_args full_refresh as a templated field by @joppevos in #623
  • Expose environment variables and dbt variables in ProjectConfig by @jbandoro in #735 (documentation).
  • Support disabling event tracking when using Cosmos profile mapping by @jbandoro in #768 (documentation).

Enhancements

  • Make Pydantic an optional dependency by @pixie79 in #736
  • Create a symbolic link to dbt_packages when dbt_deps is False when using LoadMode.DBT_LS by @DanMawdsleyBA in #730
  • Add aws_session_token for Athena mapping by @benjamin-awd in #663
  • Retrieve temporary credentials from conn_id for Athena by @octiva in #758
  • Extend DbtDocsLocalOperator with static flag by @joppevos in #759

Bug fixes

  • Remove Pydantic upper version restriction so Cosmos can be used with Airflow 2.8 by @jlaneve in #772

Others

  • Replace flake8 for Ruff by @joppevos in #743
  • Reduce code complexity to 8 by @joppevos in #738
  • Speed up integration tests by @jbandoro in #732
  • Fix README quickstart link in by @RNHTTR in #776
  • Add package location to work with hatchling 1.19.0 by @jbandoro in #761
  • Fix type check error in DbtKubernetesBaseOperator.build_env_args by @jbandoro in #766
  • Improve DBT_MANIFEST documentation by @dwreeves in #757
  • Update conflict matrix between Airflow and dbt versions by @tatiana in #731 and #779
  • pre-commit updates in #775, #770, #762

1.2.5 (2023-11-23)

Bug fixes

  • Fix running models that use alias while supporting dbt versions by @binhnq94 in #662
  • Make profiles_yml_path optional for ExecutionMode.DOCKER and KUBERNETES by @MrBones757 in #681
  • Prevent overriding dbt profile fields with profile args of "type" or "method" by @jbandoro in #702
  • Fix LoadMode.DBT_LS fail when dbt outputs WarnErrorOptions by @adammarples in #692
  • Add support for env vars in RenderConfig for dbt ls parsing by @jbandoro in #690
  • Add support for Kubernetes on_warning_callback by @david-mag in #673
  • Fix ExecutionConfig.dbt_executable_path to use default_factory by @jbandoro in #678

Others

  • Docs fix: example DAG in the README and docs/index by @tatiana in #705
  • Docs improvement: highlight DAG examples in README by @iancmoritz and @jlaneve in #695

1.2.4 (2023-11-14)

Bug fixes

  • Store compiled_sql even when task fails by @agreenburg in #671
  • Refactor LoadMethod.LOCAL to use symlinks instead of copying directory by @jbandoro in #660
  • Fix 'Unable to find the dbt executable: dbt' error by @tatiana in #666
  • Fix installing deps when using profile_mapping & ExecutionMode.LOCAL by @joppevos in #659

Others

  • Docs: add execution config to MWAA code example by @ugmuka in #674
  • Docs: highlight DAG examples in docs by @iancmoritz and @jlaneve in #695

1.2.3 (2023-11-09)

Bug fix

  • Fix reusing config across TaskGroups/DAGs by @tatiana in #664

1.2.2 (2023-11-06)

Bug fixes

  • Support ProjectConfig.dbt_project_path = None & different paths for Rendering and Execution by @MrBones757 in #634
  • Fix adding test nodes to DAGs built using LoadMethod.DBT_MANIFEST and LoadMethod.CUSTOM by @edgga in #615

Others

  • Add pre-commit hook for McCabe max complexity check and fix errors by @jbandoro in #629
  • Update contributing docs for running integration tests by @jbandoro in #638
  • Fix CI issue running integration tests by @tatiana in #640 and #644
  • pre-commit updates in #637

1.2.1 (2023-10-25)

Bug fixes

  • Resolve errors occurring when dbt_project_path is str and partial support dbt_project_path=None by @MrBones757 in #605
  • Fix running dbt tests that depend on multiple models (support --indirect-selection buildable) by @david-mag in #613
  • Add tests to sources, snapshots and seeds when using TestBehavior.AFTER_EACH by @tatiana in #599
  • Fix custom selector when select has a subset of tags of the models' tags by @david-mag in #606
  • Fix LoadMode.AUTOMATIC behaviour to use LoadMode.DBT_LS when ProfileMapping is used by @tatiana in #625
  • Fix failure if openlineage-common raises a jinja exception by @tatiana in #626

Others

  • Update contributing guide docs by @raffifu in #591
  • Remove unnecessary stack trace from Cosmos initialization by @tatiana in #624
  • Fix running test that validates manifest-based DAGs by @tatiana in #619
  • pre-commit updates in #604 and #621

1.2.0 (2023-10-13)

Features

  • Add support to model versioning available since dbt 1.6 by @binhnq94 in #516
  • Add AWS Athena profile mapping by @benjamin-awd in #578
  • Support customizing how dbt nodes are converted to Airflow by @tatiana in #503
  • Make the arg dbt_project_path in the ProjectConfig optional by @MrBones757 in #581

Bug fixes

  • Fix Cosmos custom selector to support filtering a single model by @jlaneve and @harels in #576
  • Fix using GoogleCloudServiceAccountDictProfileMapping together with LoadMethod.DBT_LS by @joppevos in #587
  • Fix using the full_refresh argument in projects that contain tests by @EgorSemenov and @tatiana in #590
  • Stop creating symbolic links for dbt_packages (solves LocalExecutor concurrency issue) by @tatiana in #600

Others

  • Docs: add reference to original Jaffle Shop project by @erdos2n in #583
  • Docs: retries & note about DagBag error by @TJaniF in #592
  • pre-commit updates in #575 and #585

1.1.3 (2023-09-28)

Bug fixes

  • Only create task group and test task only if the model has a test by @raffifu in #543
  • Fix parsing test nodes when using the custom load method (LoadMethod.CUSTOM) by @raffifu in #563
  • Fix DbtTestOperator when test does not have test_metadata by @javihernovoa and @tatiana in #565
  • Support dbt 1.6 and apache-airflow-providers-cncf-kubernetes 7.3.0 by @tatiana in #564

1.1.2 (2023-09-27)

Bug fixes

  • Fix using ExecutionMode.KUBERNETES by @pgoslatara and @tatiana in #554
  • Add support to apache-airflow-providers-cncf-kubernetes < 7.4.0 by @tatiana in #553
  • Fix on_warning_callback behaviour on DbtTestLocalOperator by @edgga, @marco9663 and @tatiana in #558
  • Use returncode instead of stderr to determine dbt graph loading errors by @cliff-lau-cloverhealth in #547
  • Improve error message in config.py by @meyobagero in #532
  • Fix DbtTestOperator when test does not have test_metadata by @tatiana in #558
  • Fix target-path not specified issue in dbt-project.yml by @tatiana in #533

Others

  • Docs: add reference links to dbt and Airflow columns by @TJaniF in #542
  • pre-commit updates #552 and #546

1.1.1 (2023-09-14)

Bug fixes

  • Fix attempt of emitting OpenLineage events if task execution fails by @tatiana in #526
  • Fix Rust dependency for Windows users by @tatiana in #526
  • Fix DbtRunOperationLocalOperator missing flags by @tatiana in #529
  • Fix DbtRunLocalOperator to support the full refresh argument by @tatiana in #529
  • Remove redundant prefix of task names when test_behavior = TestBehavior.AFTER_EACH by @binhnq94 in #524
  • Fix rendering vars in DbtModel when using LoadMode.CUSTOM by @dojinkimm in #502

Others

1.1.0 (2023-09-06)

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 by @tatiana in #485. Read more.
  • 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

1.0.5 (2023-08-09)

Enhancements

  • Improve logs to include astornomer-cosmos identifier by @tatiana in #450
  • Support OAuth authentication for Big Query by @MonideepDe in #431

Bug fixes

  • Fix selector for config tags by @javihernovoa in #441
  • Fix BigQuery keyfile_dict mapping for connection created from webserver UI by @jbandoro in #449

Others

  • [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #446
  • Resolve MyPy errors when adding Airflow pre-commit dependency by @abhi12mohan in #434

1.0.0 (2022-12-14)

  • Initial release, with the following 6 workflow Operators/Parsers:
Operator/Sensor Class Import Path Example DAG
DBTTestOperator 
from cosmos.providers.dbt.core.operators import DBTBaseOperator
 N/A
DBTSeedOperator 
from cosmos.providers.dbt.core.operators import DBTSeedOperator
 Example DAG
DBTRunOperator 
from cosmos.providers.dbt.core.operators import DBTRunOperator
 N/A
DBTTestOperator 
from cosmos.providers.dbt.core.operators import DBTTestOperator
 N/A
DbtDag 
from cosmos.providers.dbt.core.dag import DbtDag
 Example DAG
DbtTaskGroup 
from cosmos.providers.dbt.core.dag import DbtTaskGroup
 Example DAG