├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── config.yml │ └── enhancement_proposal.md ├── pull_request_template ├── semantic.yml └── workflows │ ├── build.yml │ └── docs.yml ├── .gitignore ├── .isort.cfg ├── .pre-commit-config.yaml ├── ADOPTERS.md ├── AUTHORS ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── CONTRIBUTORS ├── LICENSE ├── MANIFEST.in ├── README.md ├── RELEASE.md ├── SECURITY.md ├── couler ├── __init__.py ├── _version.py ├── argo.py ├── argo_submitter.py ├── core │ ├── __init__.py │ ├── config.py │ ├── constants.py │ ├── proto_repr.py │ ├── run_templates.py │ ├── states.py │ ├── step_update_utils.py │ ├── syntax │ │ ├── __init__.py │ │ ├── concurrent.py │ │ ├── conditional.py │ │ ├── dag.py │ │ ├── dns.py │ │ ├── exit_handler.py │ │ ├── image_pull_secret.py │ │ ├── loop.py │ │ ├── predicates.py │ │ ├── recursion.py │ │ ├── toleration.py │ │ └── volume.py │ ├── templates │ │ ├── __init__.py │ │ ├── artifact.py │ │ ├── cache.py │ │ ├── container.py │ │ ├── dns.py │ │ ├── image_pull_secret.py │ │ ├── job.py │ │ ├── output.py │ │ ├── script.py │ │ ├── secret.py │ │ ├── step.py │ │ ├── template.py │ │ ├── toleration.py │ │ ├── volume.py │ │ ├── volume_claim.py │ │ └── workflow.py │ ├── utils.py │ └── workflow_validation_utils.py ├── docker_submitter.py ├── proto │ ├── __init__.py │ └── couler_pb2.py ├── steps │ ├── katib.py │ ├── mpi.py │ ├── pod_utils.py │ ├── pytorch.py │ └── tensorflow.py └── tests │ ├── __init__.py │ ├── argo_test.py │ ├── argo_yaml_test.py │ ├── artifact_test.py │ ├── cluster_config_test.py │ ├── cron_workflow_test.py │ ├── daemon_step_test.py │ ├── dag_test.py │ ├── env_test.py │ ├── input_parameter_test.py │ ├── katib_step_test.py │ ├── map_test.py │ ├── mpi_step_test.py │ ├── proto_repr_test.py │ ├── pytorch_step_test.py │ ├── resource_test.py │ ├── run_concurrent_test.py │ ├── secret_test.py │ ├── step_output_test.py │ ├── tensorflow_step_test.py │ ├── test_data │ ├── artifact_passing_golden.yaml │ ├── cron_workflow_golden.yaml │ ├── dag_golden_1.yaml │ ├── dag_golden_2.yaml │ ├── dummy_cluster_config.py │ ├── input_para_golden_1.yaml │ ├── input_para_golden_2.yaml │ ├── input_para_golden_3.yaml │ ├── input_para_golden_4.yaml │ ├── output_golden_1.yaml │ ├── output_golden_2.yaml │ ├── parameter_passing_golden.yaml │ ├── resource_config_golden.yaml │ ├── run_concurrent_golden.yaml │ ├── run_concurrent_golden_2.yaml │ ├── run_concurrent_golden_3.yaml │ ├── run_concurrent_subtasks_golden.yaml │ ├── secret_golden.yaml │ ├── while_golden.yaml │ └── workflow_basic_golden.yaml │ ├── utils_test.py │ ├── while_test.py │ ├── workflow_basic_test.py │ └── workflow_validation_utils_test.py ├── docs ├── NL-to-Unified-Programming-Interface │ ├── Algorithm.png │ ├── Method.md │ ├── Method_overview.pdf │ └── Running_example.pdf ├── README.md ├── TEMPLATE.md ├── Technical-Report-of-Couler │ ├── README.md │ └── Tech-Report-of-Couler-Unified-Machine-Learning-Workflow-Optimization-in-Cloud.pdf ├── adopters.md ├── assets │ ├── logo-white.svg │ ├── logo.svg │ └── stylesheets │ │ └── extra.css ├── contributing.md ├── couler-api-design.md ├── couler-step-zoo.md ├── couler-tekton-design.md ├── examples.md └── getting-started.md ├── examples ├── coin_flip.py ├── dag.py ├── default_submitter.py ├── depends.py ├── hello_world.py └── node_assign.py ├── go.mod ├── go.sum ├── go └── couler │ ├── commands │ └── submit.go │ ├── conversion │ ├── argo_workflow.go │ └── argo_workflow_test.go │ ├── optimization │ ├── optimization.go │ └── optimization_test.go │ ├── proto │ └── couler │ │ └── v1 │ │ ├── couler.pb.go │ │ └── proto.go │ └── submitter │ ├── argo_submitter.go │ └── argo_submitter_test.go ├── integration_tests ├── dag_depends_example.py ├── dag_example.py ├── flip_coin_example.py ├── flip_coin_security_context_example.py ├── memoization_example.py ├── mpi_example.py └── volume_example.py ├── manifests └── mpi-operator.yaml ├── mkdocs.yml ├── proto └── couler.proto ├── 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