iterative/dvc

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dvc/commands/experiments/save.py

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import argparse

from dvc.cli import completion, formatter
from dvc.cli.command import CmdBase
from dvc.cli.utils import append_doc_link
from dvc.exceptions import DvcException
from dvc.log import logger
from dvc.ui import ui

logger = logger.getChild(__name__)


class CmdExperimentsSave(CmdBase):
    def run(self):
        try:
            ref = self.repo.experiments.save(
                targets=self.args.targets,
                name=self.args.name,
                recursive=self.args.recursive,
                force=self.args.force,
                include_untracked=self.args.include_untracked,
                message=self.args.message,
            )
        except DvcException:
            logger.exception("failed to save experiment")
            return 1

        if self.args.json:
            ui.write_json({"ref": ref})
        else:
            name = self.repo.experiments.get_exact_name([ref])[ref]
            ui.write(f"Experiment has been saved as: {name}")

        return 0


def add_parser(experiments_subparsers, parent_parser):
    EXPERIMENTS_SAVE_HELP = "Save current workspace as an experiment."
    save_parser = experiments_subparsers.add_parser(
        "save",
        parents=[parent_parser],
        description=append_doc_link(EXPERIMENTS_SAVE_HELP, "exp/save"),
        help=EXPERIMENTS_SAVE_HELP,
        formatter_class=formatter.RawDescriptionHelpFormatter,
    )
    save_parser.add_argument(
        "targets",
        nargs="*",
        help=("Limit DVC caching to these .dvc files and stage names."),
    ).complete = completion.DVCFILES_AND_STAGE
    save_parser.add_argument(
        "-R",
        "--recursive",
        action="store_true",
        default=False,
        help="Cache subdirectories of the specified directory.",
    )
    save_parser.add_argument(
        "-f",
        "--force",
        action="store_true",
        default=False,
        help="Replace experiment if it already exists.",
    )
    save_parser.add_argument(
        "--json",
        action="store_true",
        default=False,
        help="Show output in JSON format.",
    )
    save_parser.add_argument(
        "-n",
        "--name",
        default=None,
        help=(
            "Human-readable experiment name. If not specified, a name will "
            "be auto-generated."
        ),
        metavar="<name>",
    )
    save_parser.add_argument(
        "-I",
        "--include-untracked",
        action="append",
        default=[],
        help="List of untracked paths to include in the experiment.",
        metavar="<path>",
    )
    save_parser.add_argument(
        "-m",
        "--message",
        type=str,
        default=None,
        help="Custom commit message to use when committing the experiment.",
    )
    save_parser.add_argument("-M", dest="message", help=argparse.SUPPRESS)  # obsolete
    save_parser.set_defaults(func=CmdExperimentsSave)