iterative/dvc

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dvc/commands/experiments/exec_run.py

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from dvc.cli.command import CmdBaseNoRepo
from dvc.log import logger

logger = logger.getChild(__name__)


class CmdExecutorRun(CmdBaseNoRepo):
    """Run an experiment executor."""

    def run(self):
        from dvc.repo.experiments.executor.base import BaseExecutor, ExecutorInfo
        from dvc.utils.serialize import load_json

        info = ExecutorInfo.from_dict(load_json(self.args.infofile))
        BaseExecutor.reproduce(
            info=info,
            rev="",
            queue=None,
            log_level=logger.getEffectiveLevel(),
            infofile=self.args.infofile,
            copy_paths=self.args.copy_paths,
            message=self.args.message,
        )
        return 0


def add_parser(experiments_subparsers, parent_parser):
    EXEC_RUN_HELP = "Run an experiment executor."
    exec_run_parser = experiments_subparsers.add_parser(
        "exec-run",
        parents=[parent_parser],
        description=EXEC_RUN_HELP,
        add_help=False,
    )
    exec_run_parser.add_argument(
        "--infofile",
        help="Path to executor info file",
        default=None,
    )
    exec_run_parser.add_argument(
        "-C",
        "--copy-paths",
        action="append",
        default=[],
        help=(
            "List of ignored or untracked paths to copy into the temp directory."
            " Only used if `--temp` or `--queue` is specified."
        ),
    )
    exec_run_parser.add_argument(
        "-m",
        "--message",
        type=str,
        default=None,
        help="Custom commit message to use when committing the experiment.",
    )
    exec_run_parser.set_defaults(func=CmdExecutorRun)