docker

class DockerDirBuilder

MlemABC parent type: builder

MlemABC type: docker_dir

Create a directory with docker context to build docker image

Fields:

• target: str (required) - Path to save result

• server: Server - Server to use

• args: DockerBuildArgs = DockerBuildArgs() - Additional docker arguments

class DockerImageBuilder

MlemABC parent type: builder

MlemABC type: docker

Build docker image from model

Fields:

• image: DockerImageOptions (required) - Image parameters

• server: Server - Server to use

• args: DockerBuildArgs = DockerBuildArgs() - Additional docker arguments

• daemon: DockerDaemon = DockerDaemon() - Docker daemon to use

• force_overwrite: bool = True - Ignore existing image with same name

• push: bool = True - Push image to registry after it is built

class DockerBuildArgs

Container for DockerBuild arguments

Fields:

• python_version: str = "3.9.5" - Python version to use default: version of running interpreter

• run_cmd: str = "sh run.sh" - command to run in container

• package_install_cmd: str = "apt-get update && apt-get -y upgrade && apt-get install --no-install-recommends -y" - command to install packages. Default is apt-get, change it for other package manager

• package_clean_cmd: str = "&& apt-get clean && rm -rf /var/lib/apt/lists/*" - command to clean after package installation

• mlem_whl: str - a path to mlem .whl file. If it is empty, mlem will be installed from pip

• platform: str - platform to build docker for, see docs.docker.com/desktop/multi-arch/