def _remote_run_cmd(remote_run_dir, opspec, op_flags, label, disable_plugins,
gpus, no_gpus, force_flags, needed, stop_after, optimize,
optimizer, opt_flags, minimize, maximize, random_seed,
max_trials, init_trials):
cmd = [
"NO_WARN_RUNDIR=1",
"guild",
"run",
q(opspec),
"--run-dir",
remote_run_dir,
"--pidfile",
"%s/.guild/JOB" % remote_run_dir,
"--quiet",
"--yes",
]
if label:
cmd.extend(["--label", q(label)])
if disable_plugins:
cmd.extend(["--disable_plugins", q(disable_plugins)])
if gpus:
cmd.extend(["--gpus", q(gpus)])
if no_gpus:
cmd.append("--no-gpus")
if force_flags:
cmd.append("--force-flags")
if needed:
cmd.append("--needed")
if stop_after:
cmd.extend(["--stop-after", stop_after])
if optimize:
cmd.append("--optimize")
if optimizer:
cmd.extend(["--optimizer", optimizer])
for val in opt_flags:
cmd.extend(["--opt-flag", val])
if minimize:
cmd.extend(["--minimize", minimize])
if maximize:
cmd.extend(["--maximize", maximize])
if random_seed is not None:
cmd.extend(["--random-seed", random_seed])
if max_trials is not None:
cmd.extend(["--max-trials", max_trials])
if init_trials:
cmd.append("--init-trials")
cmd.extend([q(arg) for arg in op_flags])
return " ".join(cmd)
def _runs_filter_args(
ops, labels, unlabeled, running, completed, error,
terminated, pending, staged, marked, unmarked, started,
digest):
args = []
if completed:
args.append("-C")
if error:
args.append("-E")
for label in labels:
args.extend(["--label", q(label)])
for op in ops:
args.extend(["-o", op])
if running:
args.append("-R")
if terminated:
args.append("-T")
if pending:
args.append("-P")
if staged:
args.append("-G")
if unlabeled:
args.append("-u")
if marked:
args.append("--marked")
if unmarked:
args.append("--unmarked")
if started:
args.append(["--started", started])
if digest:
args.append(["--digest", digest])
return args
def _watch_run_args(run, ops, pid, labels, unlabeled, marked, unmarked):
if pid:
# Ignore other opts if pid is specified
return ["--pid", pid]
args = []
for op in ops:
args.extend(["-o", q(op)])
for label in labels:
args.extend(["-l", q(label)])
if unlabeled:
args.append("-u")
if marked:
args.append("--marked")
if unmarked:
args.append("--unmarked")
if run:
args.append(run)
return args
def _label_runs_args(runs, label, clear, yes, **filters):
args = _runs_filter_args(**filters)
if yes:
args.append("-y")
if clear:
args.append("-c")
args.extend(runs)
if label:
args.append(q(label))
return args
def _stop_runs_args(runs, ops, labels, unlabeled, no_wait, marked, unmarked,
yes):
args = []
for op in ops:
args.extend(["-o", q(op)])
for label in labels:
args.extend(["-l", q(label)])
if unlabeled:
args.append("-u")
if no_wait:
args.append("-n")
if yes:
args.append("-y")
if marked:
args.append("--marked")
if unmarked:
args.append("--unmarked")
args.extend(runs)
return args
def one_run(self, run_id_prefix, attrs):
"""Returns run matching id prefix as remote.RunProxy with attrs.
Currently only supports attrs as ["flags"].
"""
assert len(attrs) == 1 and attrs[0] == "flags", attrs
cmd_lines = ["set -e"]
cmd_lines.extend(self._env_activate_cmd_lines())
cmd_lines.append("guild runs info %s --flags --private-attrs" %
q(run_id_prefix))
cmd = "; ".join(cmd_lines)
out = self._ssh_output(cmd)
return remotelib.RunProxy(self._run_data_from_yaml(out))
def _runs_filter_args(
ops,
labels,
unlabeled,
running,
completed,
error,
terminated,
pending,
staged,
marked,
unmarked,
started,
digest,
):
args = []
if completed:
args.append("--completed")
if error:
args.append("--error")
for label in labels:
args.extend(["--label", q(label)])
for op in ops:
args.extend(["--operation", op])
if running:
args.append("--running")
if terminated:
args.append("--terminated")
if pending:
args.append("--pending")
if staged:
args.append("--staged")
if unlabeled:
args.append("--unlabled")
if marked:
args.append("--marked")
if unmarked:
args.append("--unmarked")
if started:
args.append(["--started", started])
if digest:
args.append(["--digest", digest])
return args
def _as_suffix(self):
return " as %s" % q(self.named_as) if self.named_as else ""
def _remote_run_cmd(
batch_label,
batch_tag,
force_flags,
force_sourcecode,
gpus,
init_trials,
label,
max_trials,
maximize,
minimize,
needed,
no_gpus,
op_flags,
opspec,
opt_flags,
optimize,
optimizer,
proto,
random_seed,
remote_run_dir,
stage,
start,
stop_after,
tag,
):
cmd = [
"NO_WARN_RUNDIR=1",
"guild",
"run",
"--quiet",
"--yes",
]
if start:
cmd.extend(["--start", remote_run_dir])
else:
cmd.extend([q(opspec), "--run-dir", remote_run_dir])
if stage:
cmd.append("--stage")
else:
cmd.extend(["--pidfile", "%s/.guild/JOB" % remote_run_dir])
if proto:
cmd.extend(["--proto", proto])
if force_sourcecode:
cmd.extend(["--force-sourcecode", force_sourcecode])
if label:
cmd.extend(["--label", q(label)])
if tag:
cmd.extend(["--tag", q(tag)])
if batch_label:
cmd.extend(["--batch-label", q(batch_label)])
if batch_tag:
cmd.extend(["--batch-tag", q(batch_tag)])
if gpus:
cmd.extend(["--gpus", q(gpus)])
if no_gpus:
cmd.append("--no-gpus")
if force_flags:
cmd.append("--force-flags")
if needed:
cmd.append("--needed")
if stop_after:
cmd.extend(["--stop-after", str(stop_after)])
if optimize:
cmd.append("--optimize")
if optimizer:
cmd.extend(["--optimizer", optimizer])
for val in opt_flags:
cmd.extend(["--opt-flag", val])
if minimize:
cmd.extend(["--minimize", minimize])
if maximize:
cmd.extend(["--maximize", maximize])
if random_seed is not None:
cmd.extend(["--random-seed", str(random_seed)])
if max_trials is not None:
cmd.extend(["--max-trials", str(max_trials)])
if init_trials:
cmd.append("--init-trials")
cmd.extend([q(arg) for arg in op_flags])
return " ".join(cmd)
