Files
dvc/dvc/command/run.py
T

202 lines
6.0 KiB
Python

import argparse
import logging
from dvc.command.base import append_doc_link
from dvc.command.base import CmdBase
from dvc.exceptions import DvcException
logger = logging.getLogger(__name__)
class CmdRun(CmdBase):
def run(self):
overwrite = self.args.yes or self.args.overwrite_dvcfile
if not any(
[
self.args.deps,
self.args.outs,
self.args.outs_no_cache,
self.args.metrics,
self.args.metrics_no_cache,
self.args.outs_persist,
self.args.outs_persist_no_cache,
self.args.command,
]
): # pragma: no cover
logger.error(
"too few arguments. Specify at least one: `-d`, `-o`, `-O`, "
"`-m`, `-M`, `--outs-persist`, `--outs-persist-no-cache`, "
"`command`."
)
return 1
try:
self.repo.run(
cmd=self._parsed_cmd(),
outs=self.args.outs,
outs_no_cache=self.args.outs_no_cache,
metrics=self.args.metrics,
metrics_no_cache=self.args.metrics_no_cache,
deps=self.args.deps,
fname=self.args.file,
cwd=self.args.cwd,
wdir=self.args.wdir,
no_exec=self.args.no_exec,
overwrite=overwrite,
ignore_build_cache=self.args.ignore_build_cache,
remove_outs=self.args.remove_outs,
no_commit=self.args.no_commit,
outs_persist=self.args.outs_persist,
outs_persist_no_cache=self.args.outs_persist_no_cache,
always_changed=self.args.always_changed,
)
except DvcException:
logger.exception("failed to run command")
return 1
return 0
def _parsed_cmd(self):
"""
We need to take into account two cases:
- ['python code.py foo bar']: Used mainly with dvc as a library
- ['echo', 'foo bar']: List of arguments received from the CLI
The second case would need quoting, as it was passed through:
dvc run echo "foo bar"
"""
if len(self.args.command) < 2:
return " ".join(self.args.command)
return " ".join(self._quote_argument(arg) for arg in self.args.command)
def _quote_argument(self, argument):
if " " not in argument or '"' in argument:
return argument
return '"{}"'.format(argument)
def add_parser(subparsers, parent_parser):
RUN_HELP = "Generate a stage file from a command and execute the command."
run_parser = subparsers.add_parser(
"run",
parents=[parent_parser],
description=append_doc_link(RUN_HELP, "run"),
help=RUN_HELP,
formatter_class=argparse.RawDescriptionHelpFormatter,
)
run_parser.add_argument(
"-d",
"--deps",
action="append",
default=[],
help="Declare dependencies for reproducible cmd.",
)
run_parser.add_argument(
"-o",
"--outs",
action="append",
default=[],
help="Declare output file or directory.",
)
run_parser.add_argument(
"-O",
"--outs-no-cache",
action="append",
default=[],
help="Declare output file or directory "
"(do not put into DVC cache).",
)
run_parser.add_argument(
"-m",
"--metrics",
action="append",
default=[],
help="Declare output metric file or directory.",
)
run_parser.add_argument(
"-M",
"--metrics-no-cache",
action="append",
default=[],
help="Declare output metric file or directory "
"(do not put into DVC cache).",
)
run_parser.add_argument(
"-f", "--file", help="Specify name of the DVC-file it generates."
)
run_parser.add_argument(
"-c", "--cwd", help="Deprecated, use -w and -f instead."
)
run_parser.add_argument(
"-w",
"--wdir",
help="Directory within your repo to run your command in.",
)
run_parser.add_argument(
"--no-exec",
action="store_true",
default=False,
help="Only create stage file without actually running it.",
)
run_parser.add_argument(
"-y",
"--yes",
action="store_true",
default=False,
help="Deprecated, use --overwrite-dvcfile instead",
)
run_parser.add_argument(
"--overwrite-dvcfile",
action="store_true",
default=False,
help="Overwrite existing DVC-file without asking for confirmation.",
)
run_parser.add_argument(
"--ignore-build-cache",
action="store_true",
default=False,
help="Run this stage even if it has been already ran with the same "
"command/dependencies/outputs/etc before.",
)
run_parser.add_argument(
"--remove-outs",
action="store_true",
default=False,
help="Deprecated, this is now the default behavior",
)
run_parser.add_argument(
"--no-commit",
action="store_true",
default=False,
help="Don't put files/directories into cache.",
)
run_parser.add_argument(
"--outs-persist",
action="append",
default=[],
help="Declare output file or directory that will not be "
"removed upon repro.",
)
run_parser.add_argument(
"--outs-persist-no-cache",
action="append",
default=[],
help="Declare output file or directory that will not be "
"removed upon repro (do not put into DVC cache).",
)
run_parser.add_argument(
"--always-changed",
action="store_true",
default=False,
help="Always consider this DVC-file as changed.",
)
run_parser.add_argument(
"command", nargs=argparse.REMAINDER, help="Command to execute."
)
run_parser.set_defaults(func=CmdRun)