├── .coveragerc ├── .github ├── CODEOWNERS ├── ISSUE_TEMPLATE │ └── epic-or-story.md ├── release-drafter.yml └── workflows │ └── check-test-release.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .pylintrc ├── LICENSE ├── MANIFEST.in ├── README.md ├── hack └── scripts │ └── ci │ └── free-space.sh ├── mlem ├── __init__.py ├── api │ ├── __init__.py │ ├── commands.py │ ├── migrations.py │ └── utils.py ├── cli │ ├── __init__.py │ ├── apply.py │ ├── build.py │ ├── checkenv.py │ ├── clone.py │ ├── config.py │ ├── declare.py │ ├── deployment.py │ ├── dev.py │ ├── import_object.py │ ├── info.py │ ├── init.py │ ├── link.py │ ├── main.py │ ├── migrate.py │ ├── serve.py │ ├── types.py │ └── utils.py ├── config.py ├── constants.py ├── contrib │ ├── __init__.py │ ├── bitbucketfs.py │ ├── callable.py │ ├── catboost.py │ ├── docker │ │ ├── __init__.py │ │ ├── base.py │ │ ├── context.py │ │ ├── copy.j2 │ │ ├── dockerfile.j2 │ │ ├── helpers.py │ │ ├── install_req.j2 │ │ └── utils.py │ ├── dvc.py │ ├── fastapi.py │ ├── flyio │ │ ├── __init__.py │ │ ├── meta.py │ │ └── utils.py │ ├── git.py │ ├── github.py │ ├── gitlabfs.py │ ├── heroku │ │ ├── __init__.py │ │ ├── build.py │ │ ├── config.py │ │ ├── meta.py │ │ ├── server.py │ │ └── utils.py │ ├── kubernetes │ │ ├── __init__.py │ │ ├── base.py │ │ ├── build.py │ │ ├── context.py │ │ ├── resources.yaml.j2 │ │ ├── service.py │ │ └── utils.py │ ├── lightgbm.py │ ├── numpy.py │ ├── onnx.py │ ├── pandas.py │ ├── pil.py │ ├── pip │ │ ├── __init__.py │ │ ├── base.py │ │ ├── setup.py.j2 │ │ └── source.py.j2 │ ├── prometheus.py │ ├── rabbitmq.py │ ├── requirements.py │ ├── sagemaker │ │ ├── __init__.py │ │ ├── build.py │ │ ├── config.py │ │ ├── copy.j2 │ │ ├── env_setup.py │ │ ├── meta.py │ │ ├── mlem_sagemaker.tf │ │ ├── post_copy.j2 │ │ ├── runtime.py │ │ └── utils.py │ ├── scipy.py │ ├── sklearn.py │ ├── streamlit │ │ ├── __init__.py │ │ ├── _template.py │ │ ├── server.py │ │ └── utils.py │ ├── tensorflow.py │ ├── torch.py │ ├── torchvision.py │ ├── venv.py │ └── xgboost.py ├── core │ ├── __init__.py │ ├── artifacts.py │ ├── base.py │ ├── data_type.py │ ├── errors.py │ ├── hooks.py │ ├── import_objects.py │ ├── index.py │ ├── meta_io.py │ ├── metadata.py │ ├── model.py │ ├── objects.py │ └── requirements.py ├── ext.py ├── log.py ├── polydantic │ ├── __init__.py │ ├── core.py │ └── lazy.py ├── runtime │ ├── __init__.py │ ├── client.py │ ├── interface.py │ ├── middleware.py │ └── server.py ├── telemetry.py ├── ui.py ├── utils │ ├── __init__.py │ ├── backport.py │ ├── entrypoints.py │ ├── fslock.py │ ├── git.py │ ├── importing.py │ ├── mlem.isort.cfg │ ├── module.py │ ├── path.py │ ├── root.py │ └── templates.py └── version.py ├── pyproject.toml ├── renovate.json ├── setup.cfg ├── setup.py ├── tests ├── __init__.py ├── __main__.py ├── api │ ├── __init__.py │ ├── test_commands.py │ ├── test_migrations.py │ └── test_utils.py ├── cli │ ├── __init__.py │ ├── conftest.py │ ├── test_apply.py │ ├── test_build.py │ ├── test_checkenv.py │ ├── test_clone.py │ ├── test_config.py │ ├── test_declare.py │ ├── test_deployment.py │ ├── test_import_path.py │ ├── test_info.py │ ├── test_init.py │ ├── test_link.py │ ├── test_main.py │ ├── test_serve.py │ ├── test_stderr.py │ └── test_types.py ├── conftest.py ├── contrib │ ├── __init__.py │ ├── conftest.py │ ├── resources │ │ ├── im.jpg │ │ └── pandas │ │ │ └── .mlem.yaml │ ├── test_bitbucket.py │ ├── test_callable.py │ ├── test_catboost.py │ ├── test_docker │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── resources │ │ │ └── dockerfile.j2 │ │ ├── test_base.py │ │ ├── test_context.py │ │ ├── test_deploy.py │ │ ├── test_pack.py │ │ └── test_utils.py │ ├── test_fastapi.py │ ├── test_flyio.py │ ├── test_github.py │ ├── test_gitlab.py │ ├── test_heroku.py │ ├── test_kubernetes │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── test_base.py │ │ ├── test_context.py │ │ └── utils.py │ ├── test_lightgbm.py │ ├── test_numpy.py │ ├── test_onnx.py │ ├── test_pandas.py │ ├── test_pil.py │ ├── test_pip.py │ ├── test_prometheus.py │ ├── test_rabbitmq.py │ ├── test_requirements.py │ ├── test_scipy.py │ ├── test_sklearn.py │ ├── test_streamlit.py │ ├── test_tensorflow.py │ ├── test_torch.py │ ├── test_venv.py │ └── test_xgboost.py ├── core │ ├── __init__.py │ ├── conftest.py │ ├── custom_requirements │ │ ├── model_trainer.py │ │ ├── pack_1 │ │ │ ├── __init__.py │ │ │ ├── model.py │ │ │ └── model_type.py │ │ ├── pack_2 │ │ │ └── __init__.py │ │ ├── pkg │ │ │ ├── __init__.py │ │ │ ├── impl.py │ │ │ └── subpkg │ │ │ │ ├── __init__.py │ │ │ │ ├── impl.py │ │ │ │ └── testfile.json │ │ ├── pkg_import.py │ │ ├── proxy_model.py │ │ ├── proxy_pkg_import.py │ │ ├── shell_reqs.py │ │ ├── test_remote_custom_model.py │ │ ├── test_requirements.py │ │ ├── test_shell_reqs.py │ │ ├── unused_code.py │ │ ├── use_model.py │ │ └── use_model_meta.py │ ├── resources │ │ ├── emoji_model_inside.py │ │ ├── emoji_model_outside.py │ │ ├── emoji_model_shell.py │ │ ├── file.txt │ │ └── server.yaml │ ├── test_artifacts.py │ ├── test_base.py │ ├── test_data_io.py │ ├── test_data_type.py │ ├── test_meta_io.py │ ├── test_metadata.py │ ├── test_model_type.py │ ├── test_objects.py │ └── test_requirements.py ├── polydantic │ ├── __init__.py │ ├── test_lazy.py │ ├── test_multi.py │ └── test_serde.py ├── resources │ ├── empty │ │ └── .mlem.yaml │ └── storage │ │ └── .mlem.yaml ├── runtime │ ├── __init__.py │ ├── test_client.py │ ├── test_interface.py │ └── test_model_interface.py ├── test_config.py ├── test_ext.py ├── test_setup.py ├── test_telemetry.py └── utils │ ├── __init__.py │ ├── module_tools_mock_req.py │ ├── test_entrypoints.py │ ├── test_fslock.py │ ├── test_module_tools.py │ ├── test_path.py │ ├── test_root.py │ └── test_save.ipynb └── tox.ini /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/.coveragerc -------------------------------------------------------------------------------- /.github/CODEOWNERS: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/.github/CODEOWNERS -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/epic-or-story.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/.github/ISSUE_TEMPLATE/epic-or-story.md -------------------------------------------------------------------------------- /.github/release-drafter.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/.github/release-drafter.yml -------------------------------------------------------------------------------- /.github/workflows/check-test-release.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/.github/workflows/check-test-release.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /.pylintrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/.pylintrc -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | graft mlem 2 | recursive-exclude * tests 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/README.md -------------------------------------------------------------------------------- /hack/scripts/ci/free-space.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/hack/scripts/ci/free-space.sh -------------------------------------------------------------------------------- /mlem/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/__init__.py -------------------------------------------------------------------------------- /mlem/api/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/api/__init__.py -------------------------------------------------------------------------------- /mlem/api/commands.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/api/commands.py -------------------------------------------------------------------------------- /mlem/api/migrations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/api/migrations.py -------------------------------------------------------------------------------- /mlem/api/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/api/utils.py -------------------------------------------------------------------------------- /mlem/cli/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/__init__.py -------------------------------------------------------------------------------- /mlem/cli/apply.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/apply.py -------------------------------------------------------------------------------- /mlem/cli/build.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/build.py -------------------------------------------------------------------------------- /mlem/cli/checkenv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/checkenv.py -------------------------------------------------------------------------------- /mlem/cli/clone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/clone.py -------------------------------------------------------------------------------- /mlem/cli/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/config.py -------------------------------------------------------------------------------- /mlem/cli/declare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/declare.py -------------------------------------------------------------------------------- /mlem/cli/deployment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/deployment.py -------------------------------------------------------------------------------- /mlem/cli/dev.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/dev.py -------------------------------------------------------------------------------- /mlem/cli/import_object.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/import_object.py -------------------------------------------------------------------------------- /mlem/cli/info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/info.py -------------------------------------------------------------------------------- /mlem/cli/init.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/init.py -------------------------------------------------------------------------------- /mlem/cli/link.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/link.py -------------------------------------------------------------------------------- /mlem/cli/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/main.py -------------------------------------------------------------------------------- /mlem/cli/migrate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/migrate.py -------------------------------------------------------------------------------- /mlem/cli/serve.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/serve.py -------------------------------------------------------------------------------- /mlem/cli/types.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/types.py -------------------------------------------------------------------------------- /mlem/cli/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/cli/utils.py -------------------------------------------------------------------------------- /mlem/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/config.py -------------------------------------------------------------------------------- /mlem/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/constants.py -------------------------------------------------------------------------------- /mlem/contrib/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Officially supported extensions 3 | """ 4 | -------------------------------------------------------------------------------- /mlem/contrib/bitbucketfs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/bitbucketfs.py -------------------------------------------------------------------------------- /mlem/contrib/callable.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/callable.py -------------------------------------------------------------------------------- /mlem/contrib/catboost.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/catboost.py -------------------------------------------------------------------------------- /mlem/contrib/docker/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/docker/__init__.py -------------------------------------------------------------------------------- /mlem/contrib/docker/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/docker/base.py -------------------------------------------------------------------------------- /mlem/contrib/docker/context.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/docker/context.py -------------------------------------------------------------------------------- /mlem/contrib/docker/copy.j2: -------------------------------------------------------------------------------- 1 | COPY . ./ 2 | -------------------------------------------------------------------------------- /mlem/contrib/docker/dockerfile.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/docker/dockerfile.j2 -------------------------------------------------------------------------------- /mlem/contrib/docker/helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/docker/helpers.py -------------------------------------------------------------------------------- /mlem/contrib/docker/install_req.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/docker/install_req.j2 -------------------------------------------------------------------------------- /mlem/contrib/docker/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/docker/utils.py -------------------------------------------------------------------------------- /mlem/contrib/dvc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/dvc.py -------------------------------------------------------------------------------- /mlem/contrib/fastapi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/fastapi.py -------------------------------------------------------------------------------- /mlem/contrib/flyio/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/flyio/__init__.py -------------------------------------------------------------------------------- /mlem/contrib/flyio/meta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/flyio/meta.py -------------------------------------------------------------------------------- /mlem/contrib/flyio/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/flyio/utils.py -------------------------------------------------------------------------------- /mlem/contrib/git.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/git.py -------------------------------------------------------------------------------- /mlem/contrib/github.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/github.py -------------------------------------------------------------------------------- /mlem/contrib/gitlabfs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/gitlabfs.py -------------------------------------------------------------------------------- /mlem/contrib/heroku/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/heroku/__init__.py -------------------------------------------------------------------------------- /mlem/contrib/heroku/build.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/heroku/build.py -------------------------------------------------------------------------------- /mlem/contrib/heroku/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/heroku/config.py -------------------------------------------------------------------------------- /mlem/contrib/heroku/meta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/heroku/meta.py -------------------------------------------------------------------------------- /mlem/contrib/heroku/server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/heroku/server.py -------------------------------------------------------------------------------- /mlem/contrib/heroku/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/heroku/utils.py -------------------------------------------------------------------------------- /mlem/contrib/kubernetes/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/kubernetes/__init__.py -------------------------------------------------------------------------------- /mlem/contrib/kubernetes/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/kubernetes/base.py -------------------------------------------------------------------------------- /mlem/contrib/kubernetes/build.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/kubernetes/build.py -------------------------------------------------------------------------------- /mlem/contrib/kubernetes/context.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/kubernetes/context.py -------------------------------------------------------------------------------- /mlem/contrib/kubernetes/resources.yaml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/kubernetes/resources.yaml.j2 -------------------------------------------------------------------------------- /mlem/contrib/kubernetes/service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/kubernetes/service.py -------------------------------------------------------------------------------- /mlem/contrib/kubernetes/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/kubernetes/utils.py -------------------------------------------------------------------------------- /mlem/contrib/lightgbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/lightgbm.py -------------------------------------------------------------------------------- /mlem/contrib/numpy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/numpy.py -------------------------------------------------------------------------------- /mlem/contrib/onnx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/onnx.py -------------------------------------------------------------------------------- /mlem/contrib/pandas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/pandas.py -------------------------------------------------------------------------------- /mlem/contrib/pil.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/pil.py -------------------------------------------------------------------------------- /mlem/contrib/pip/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/pip/__init__.py -------------------------------------------------------------------------------- /mlem/contrib/pip/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/pip/base.py -------------------------------------------------------------------------------- /mlem/contrib/pip/setup.py.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/pip/setup.py.j2 -------------------------------------------------------------------------------- /mlem/contrib/pip/source.py.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/pip/source.py.j2 -------------------------------------------------------------------------------- /mlem/contrib/prometheus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/prometheus.py -------------------------------------------------------------------------------- /mlem/contrib/rabbitmq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/rabbitmq.py -------------------------------------------------------------------------------- /mlem/contrib/requirements.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/requirements.py -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/__init__.py -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/build.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/build.py -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/config.py -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/copy.j2: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/env_setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/env_setup.py -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/meta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/meta.py -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/mlem_sagemaker.tf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/mlem_sagemaker.tf -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/post_copy.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/post_copy.j2 -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/runtime.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/runtime.py -------------------------------------------------------------------------------- /mlem/contrib/sagemaker/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sagemaker/utils.py -------------------------------------------------------------------------------- /mlem/contrib/scipy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/scipy.py -------------------------------------------------------------------------------- /mlem/contrib/sklearn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/sklearn.py -------------------------------------------------------------------------------- /mlem/contrib/streamlit/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/streamlit/__init__.py -------------------------------------------------------------------------------- /mlem/contrib/streamlit/_template.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/streamlit/_template.py -------------------------------------------------------------------------------- /mlem/contrib/streamlit/server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/streamlit/server.py -------------------------------------------------------------------------------- /mlem/contrib/streamlit/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/streamlit/utils.py -------------------------------------------------------------------------------- /mlem/contrib/tensorflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/tensorflow.py -------------------------------------------------------------------------------- /mlem/contrib/torch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/torch.py -------------------------------------------------------------------------------- /mlem/contrib/torchvision.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/torchvision.py -------------------------------------------------------------------------------- /mlem/contrib/venv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/venv.py -------------------------------------------------------------------------------- /mlem/contrib/xgboost.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/contrib/xgboost.py -------------------------------------------------------------------------------- /mlem/core/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Core parts of MLEM 3 | """ 4 | -------------------------------------------------------------------------------- /mlem/core/artifacts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/artifacts.py -------------------------------------------------------------------------------- /mlem/core/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/base.py -------------------------------------------------------------------------------- /mlem/core/data_type.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/data_type.py -------------------------------------------------------------------------------- /mlem/core/errors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/errors.py -------------------------------------------------------------------------------- /mlem/core/hooks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/hooks.py -------------------------------------------------------------------------------- /mlem/core/import_objects.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/import_objects.py -------------------------------------------------------------------------------- /mlem/core/index.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mlem/core/meta_io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/meta_io.py -------------------------------------------------------------------------------- /mlem/core/metadata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/metadata.py -------------------------------------------------------------------------------- /mlem/core/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/model.py -------------------------------------------------------------------------------- /mlem/core/objects.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/objects.py -------------------------------------------------------------------------------- /mlem/core/requirements.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/core/requirements.py -------------------------------------------------------------------------------- /mlem/ext.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/ext.py -------------------------------------------------------------------------------- /mlem/log.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/log.py -------------------------------------------------------------------------------- /mlem/polydantic/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/polydantic/__init__.py -------------------------------------------------------------------------------- /mlem/polydantic/core.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/polydantic/core.py -------------------------------------------------------------------------------- /mlem/polydantic/lazy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/polydantic/lazy.py -------------------------------------------------------------------------------- /mlem/runtime/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/runtime/__init__.py -------------------------------------------------------------------------------- /mlem/runtime/client.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/runtime/client.py -------------------------------------------------------------------------------- /mlem/runtime/interface.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/runtime/interface.py -------------------------------------------------------------------------------- /mlem/runtime/middleware.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/runtime/middleware.py -------------------------------------------------------------------------------- /mlem/runtime/server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/runtime/server.py -------------------------------------------------------------------------------- /mlem/telemetry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/telemetry.py -------------------------------------------------------------------------------- /mlem/ui.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/ui.py -------------------------------------------------------------------------------- /mlem/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/__init__.py -------------------------------------------------------------------------------- /mlem/utils/backport.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/backport.py -------------------------------------------------------------------------------- /mlem/utils/entrypoints.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/entrypoints.py -------------------------------------------------------------------------------- /mlem/utils/fslock.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/fslock.py -------------------------------------------------------------------------------- /mlem/utils/git.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/git.py -------------------------------------------------------------------------------- /mlem/utils/importing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/importing.py -------------------------------------------------------------------------------- /mlem/utils/mlem.isort.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/mlem.isort.cfg -------------------------------------------------------------------------------- /mlem/utils/module.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/module.py -------------------------------------------------------------------------------- /mlem/utils/path.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/path.py -------------------------------------------------------------------------------- /mlem/utils/root.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/root.py -------------------------------------------------------------------------------- /mlem/utils/templates.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/utils/templates.py -------------------------------------------------------------------------------- /mlem/version.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/mlem/version.py -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/pyproject.toml -------------------------------------------------------------------------------- /renovate.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/renovate.json -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/setup.py -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/__main__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/__main__.py -------------------------------------------------------------------------------- /tests/api/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/api/test_commands.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/api/test_commands.py -------------------------------------------------------------------------------- /tests/api/test_migrations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/api/test_migrations.py -------------------------------------------------------------------------------- /tests/api/test_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/api/test_utils.py -------------------------------------------------------------------------------- /tests/cli/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/cli/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/conftest.py -------------------------------------------------------------------------------- /tests/cli/test_apply.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_apply.py -------------------------------------------------------------------------------- /tests/cli/test_build.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_build.py -------------------------------------------------------------------------------- /tests/cli/test_checkenv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_checkenv.py -------------------------------------------------------------------------------- /tests/cli/test_clone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_clone.py -------------------------------------------------------------------------------- /tests/cli/test_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_config.py -------------------------------------------------------------------------------- /tests/cli/test_declare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_declare.py -------------------------------------------------------------------------------- /tests/cli/test_deployment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_deployment.py -------------------------------------------------------------------------------- /tests/cli/test_import_path.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_import_path.py -------------------------------------------------------------------------------- /tests/cli/test_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_info.py -------------------------------------------------------------------------------- /tests/cli/test_init.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_init.py -------------------------------------------------------------------------------- /tests/cli/test_link.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_link.py -------------------------------------------------------------------------------- /tests/cli/test_main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_main.py -------------------------------------------------------------------------------- /tests/cli/test_serve.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_serve.py -------------------------------------------------------------------------------- /tests/cli/test_stderr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_stderr.py -------------------------------------------------------------------------------- /tests/cli/test_types.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/cli/test_types.py -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/conftest.py -------------------------------------------------------------------------------- /tests/contrib/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/contrib/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/conftest.py -------------------------------------------------------------------------------- /tests/contrib/resources/im.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/resources/im.jpg -------------------------------------------------------------------------------- /tests/contrib/resources/pandas/.mlem.yaml: -------------------------------------------------------------------------------- 1 | pandas: 2 | default_format: json 3 | -------------------------------------------------------------------------------- /tests/contrib/test_bitbucket.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_bitbucket.py -------------------------------------------------------------------------------- /tests/contrib/test_callable.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_callable.py -------------------------------------------------------------------------------- /tests/contrib/test_catboost.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_catboost.py -------------------------------------------------------------------------------- /tests/contrib/test_docker/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/contrib/test_docker/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_docker/conftest.py -------------------------------------------------------------------------------- /tests/contrib/test_docker/resources/dockerfile.j2: -------------------------------------------------------------------------------- 1 | FROM alpine 2 | 3 | CMD sleep infinity 4 | -------------------------------------------------------------------------------- /tests/contrib/test_docker/test_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_docker/test_base.py -------------------------------------------------------------------------------- /tests/contrib/test_docker/test_context.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_docker/test_context.py -------------------------------------------------------------------------------- /tests/contrib/test_docker/test_deploy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_docker/test_deploy.py -------------------------------------------------------------------------------- /tests/contrib/test_docker/test_pack.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_docker/test_pack.py -------------------------------------------------------------------------------- /tests/contrib/test_docker/test_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_docker/test_utils.py -------------------------------------------------------------------------------- /tests/contrib/test_fastapi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_fastapi.py -------------------------------------------------------------------------------- /tests/contrib/test_flyio.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_flyio.py -------------------------------------------------------------------------------- /tests/contrib/test_github.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_github.py -------------------------------------------------------------------------------- /tests/contrib/test_gitlab.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_gitlab.py -------------------------------------------------------------------------------- /tests/contrib/test_heroku.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_heroku.py -------------------------------------------------------------------------------- /tests/contrib/test_kubernetes/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/contrib/test_kubernetes/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_kubernetes/conftest.py -------------------------------------------------------------------------------- /tests/contrib/test_kubernetes/test_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_kubernetes/test_base.py -------------------------------------------------------------------------------- /tests/contrib/test_kubernetes/test_context.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_kubernetes/test_context.py -------------------------------------------------------------------------------- /tests/contrib/test_kubernetes/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_kubernetes/utils.py -------------------------------------------------------------------------------- /tests/contrib/test_lightgbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_lightgbm.py -------------------------------------------------------------------------------- /tests/contrib/test_numpy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_numpy.py -------------------------------------------------------------------------------- /tests/contrib/test_onnx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_onnx.py -------------------------------------------------------------------------------- /tests/contrib/test_pandas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_pandas.py -------------------------------------------------------------------------------- /tests/contrib/test_pil.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_pil.py -------------------------------------------------------------------------------- /tests/contrib/test_pip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_pip.py -------------------------------------------------------------------------------- /tests/contrib/test_prometheus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_prometheus.py -------------------------------------------------------------------------------- /tests/contrib/test_rabbitmq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_rabbitmq.py -------------------------------------------------------------------------------- /tests/contrib/test_requirements.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_requirements.py -------------------------------------------------------------------------------- /tests/contrib/test_scipy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_scipy.py -------------------------------------------------------------------------------- /tests/contrib/test_sklearn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_sklearn.py -------------------------------------------------------------------------------- /tests/contrib/test_streamlit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_streamlit.py -------------------------------------------------------------------------------- /tests/contrib/test_tensorflow.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_tensorflow.py -------------------------------------------------------------------------------- /tests/contrib/test_torch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_torch.py -------------------------------------------------------------------------------- /tests/contrib/test_venv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_venv.py -------------------------------------------------------------------------------- /tests/contrib/test_xgboost.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/contrib/test_xgboost.py -------------------------------------------------------------------------------- /tests/core/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/core/conftest.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/core/custom_requirements/model_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/model_trainer.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/pack_1/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/pack_1/__init__.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/pack_1/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/pack_1/model.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/pack_1/model_type.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/pack_1/model_type.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/pack_2/__init__.py: -------------------------------------------------------------------------------- 1 | name = "name" 2 | -------------------------------------------------------------------------------- /tests/core/custom_requirements/pkg/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/pkg/__init__.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/pkg/impl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/pkg/impl.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/pkg/subpkg/__init__.py: -------------------------------------------------------------------------------- 1 | from .impl import subpkg_func # noqa 2 | -------------------------------------------------------------------------------- /tests/core/custom_requirements/pkg/subpkg/impl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/pkg/subpkg/impl.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/pkg/subpkg/testfile.json: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/core/custom_requirements/pkg_import.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/pkg_import.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/proxy_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/proxy_model.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/proxy_pkg_import.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/proxy_pkg_import.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/shell_reqs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/shell_reqs.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/test_remote_custom_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/test_remote_custom_model.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/test_requirements.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/test_requirements.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/test_shell_reqs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/test_shell_reqs.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/unused_code.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/unused_code.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/use_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/use_model.py -------------------------------------------------------------------------------- /tests/core/custom_requirements/use_model_meta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/custom_requirements/use_model_meta.py -------------------------------------------------------------------------------- /tests/core/resources/emoji_model_inside.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/resources/emoji_model_inside.py -------------------------------------------------------------------------------- /tests/core/resources/emoji_model_outside.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/resources/emoji_model_outside.py -------------------------------------------------------------------------------- /tests/core/resources/emoji_model_shell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/resources/emoji_model_shell.py -------------------------------------------------------------------------------- /tests/core/resources/file.txt: -------------------------------------------------------------------------------- 1 | a 2 | -------------------------------------------------------------------------------- /tests/core/resources/server.yaml: -------------------------------------------------------------------------------- 1 | type: fastapi 2 | port: 8081 3 | -------------------------------------------------------------------------------- /tests/core/test_artifacts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_artifacts.py -------------------------------------------------------------------------------- /tests/core/test_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_base.py -------------------------------------------------------------------------------- /tests/core/test_data_io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_data_io.py -------------------------------------------------------------------------------- /tests/core/test_data_type.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_data_type.py -------------------------------------------------------------------------------- /tests/core/test_meta_io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_meta_io.py -------------------------------------------------------------------------------- /tests/core/test_metadata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_metadata.py -------------------------------------------------------------------------------- /tests/core/test_model_type.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_model_type.py -------------------------------------------------------------------------------- /tests/core/test_objects.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_objects.py -------------------------------------------------------------------------------- /tests/core/test_requirements.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/core/test_requirements.py -------------------------------------------------------------------------------- /tests/polydantic/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/polydantic/test_lazy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/polydantic/test_lazy.py -------------------------------------------------------------------------------- /tests/polydantic/test_multi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/polydantic/test_multi.py -------------------------------------------------------------------------------- /tests/polydantic/test_serde.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/polydantic/test_serde.py -------------------------------------------------------------------------------- /tests/resources/empty/.mlem.yaml: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/resources/storage/.mlem.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/resources/storage/.mlem.yaml -------------------------------------------------------------------------------- /tests/runtime/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/runtime/test_client.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/runtime/test_client.py -------------------------------------------------------------------------------- /tests/runtime/test_interface.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/runtime/test_interface.py -------------------------------------------------------------------------------- /tests/runtime/test_model_interface.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/runtime/test_model_interface.py -------------------------------------------------------------------------------- /tests/test_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/test_config.py -------------------------------------------------------------------------------- /tests/test_ext.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/test_ext.py -------------------------------------------------------------------------------- /tests/test_setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/test_setup.py -------------------------------------------------------------------------------- /tests/test_telemetry.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/test_telemetry.py -------------------------------------------------------------------------------- /tests/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/utils/module_tools_mock_req.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/utils/test_entrypoints.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/utils/test_entrypoints.py -------------------------------------------------------------------------------- /tests/utils/test_fslock.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/utils/test_fslock.py -------------------------------------------------------------------------------- /tests/utils/test_module_tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/utils/test_module_tools.py -------------------------------------------------------------------------------- /tests/utils/test_path.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/utils/test_path.py -------------------------------------------------------------------------------- /tests/utils/test_root.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/utils/test_root.py -------------------------------------------------------------------------------- /tests/utils/test_save.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tests/utils/test_save.ipynb -------------------------------------------------------------------------------- /tox.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/iterative/mlem/HEAD/tox.ini --------------------------------------------------------------------------------