build

Build models into re-usable assets you can distribute and use in production, such as a Docker image or Python package.

Synopsis

usage: mlem build [-m <path>] [-p <path>] [--rev <commitish>]
                  [-f <text>] [-h]
                  [<builder> [builder options] | --load <declaration>]

Builtin builders:
- conda
- docker
- docker_dir
- pip
- requirements
- venv
- whl

Description

This command provides flexible options to create various distribution-ready release assets from your models, like pip-ready Python packages or Docker images.

Options

• -m <path>, --model <path> - Path to MLEM model [required]
• -p <path>, --project <path> - Path to MLEM project [default: (none)]
• --rev <commitish> - Repo revision to use [default: (none)]
• -f <text>, --file_conf <text> - File with options for builder in format field.name=path_to_config
• -h, --help - Show this message and exit.

Examples

For examples, please refer to the Building guide.