def _sync_all():
sync_items = get_runs(
include_online=include_online,
include_offline=include_offline,
include_synced=include_synced,
exclude_globs=exclude_globs,
include_globs=include_globs,
)
if not sync_items:
wandb.termerror("Nothing to sync.")
else:
_sync_path(sync_items)
def _clean():
if path:
runs = list(map(get_run_from_path, path))
if not clean_force:
click.confirm(
click.style(
"Are you sure you want to remove %i runs?" % len(runs),
bold=True,
),
abort=True,
)
for run in runs:
shutil.rmtree(run.path)
click.echo(click.style("Success!", fg="green"))
return
runs = get_runs(
include_online=True,
include_offline=True,
include_synced=True,
include_unsynced=False,
exclude_globs=exclude_globs,
include_globs=include_globs,
)
since = datetime.datetime.now() - datetime.timedelta(hours=clean_old_hours)
old_runs = [run for run in runs if run.datetime < since]
old_runs.sort(key=lambda run: run.datetime)
if old_runs:
click.echo(
"Found {} runs, {} are older than {} hours".format(
len(runs), len(old_runs), clean_old_hours
)
)
for run in old_runs:
click.echo(run.path)
if not clean_force:
click.confirm(
click.style(
"Are you sure you want to remove %i runs?" % len(old_runs),
bold=True,
),
abort=True,
)
for run in old_runs:
shutil.rmtree(run.path)
click.echo(click.style("Success!", fg="green"))
else:
click.echo(
click.style(
"No runs older than %i hours found" % clean_old_hours, fg="red"
)
)
def _summary():
sync_items = get_runs()
synced = []
unsynced = []
for item in sync_items:
(synced if item.synced else unsynced).append(item)
if synced:
wandb.termlog("Number of synced runs: {}".format(len(synced)))
if unsynced:
wandb.termlog("Number of runs to be synced: {}".format(len(unsynced)))
if show and show < len(unsynced):
wandb.termlog("Showing {} unsynced runs:".format(show))
for item in unsynced[: (show or len(unsynced))]:
wandb.termlog(" {}".format(item))
if synced:
if not clean:
wandb.termlog(
"NOTE: use sync --clean to cleanup synced runs from local directory."
)
if unsynced:
if not path and not sync_all:
wandb.termlog("NOTE: use sync --sync-all to sync all unsynced runs.")