def open_tensorboard(args: Namespace) -> None:
tensorboard_id = command.expand_uuid_prefixes(args)
resp = api.get(
args.master,
"api/v1/tensorboards/{}".format(tensorboard_id)).json()["tensorboard"]
check_eq(resp["state"], "STATE_RUNNING",
"TensorBoard must be in a running state")
api.browser_open(args.master, resp["serviceAddress"])
def open_notebook(args: Namespace) -> None:
notebook_id = command.expand_uuid_prefixes(args)
resp = api.get(
args.master,
"api/v1/notebooks/{}".format(notebook_id)).json()["notebook"]
check_eq(resp["state"], "STATE_RUNNING",
"Notebook must be in a running state")
api.browser_open(args.master, resp["serviceAddress"])
def start_tensorboard(args: Namespace) -> None:
if not (args.trial_ids or args.experiment_ids):
print("Either experiment_ids or trial_ids must be specified.")
sys.exit(1)
config = parse_config(args.config_file, None, args.config, [])
req_body = {
"config": config,
"trial_ids": args.trial_ids,
"experiment_ids": args.experiment_ids,
}
if args.context is not None:
req_body["files"], _ = context.read_context(args.context,
constants.MAX_CONTEXT_SIZE)
resp = api.post(args.master, "api/v1/tensorboards",
json=req_body).json()["tensorboard"]
if args.detach:
print(resp["id"])
return
url = "tensorboard/{}/events".format(resp["id"])
with api.ws(args.master, url) as ws:
for msg in ws:
if msg["log_event"] is not None:
# TensorBoard will print a url by default. The URL is incorrect since
# TensorBoard is not aware of the master proxy address it is assigned.
if "http" in msg["log_event"]:
continue
if msg["service_ready_event"]:
if args.no_browser:
url = api.make_url(args.master, resp["serviceAddress"])
else:
url = api.browser_open(args.master, resp["serviceAddress"])
print(
colored("TensorBoard is running at: {}".format(url),
"green"))
render_event_stream(msg)
break
render_event_stream(msg)
def start_notebook(args: Namespace) -> None:
config = parse_config(args.config_file, None, args.config, args.volume)
files = None
if args.context is not None:
context = Context.from_local(args.context)
files = [
bindings.v1File(
content=e.content.decode("utf-8"),
gid=e.gid,
mode=e.mode,
mtime=e.mtime,
path=e.path,
type=e.type,
uid=e.uid,
) for e in context.entries
]
body = bindings.v1LaunchNotebookRequest(config, files=files, preview=False)
resp = bindings.post_LaunchNotebook(setup_session(args), body=body)
if args.preview:
print(render.format_object_as_yaml(resp.config))
return
nb = resp.notebook
if args.detach:
print(nb.id)
return
with api.ws(args.master, "notebooks/{}/events".format(nb.id)) as ws:
for msg in ws:
if msg["service_ready_event"] and nb.serviceAddress and not args.no_browser:
url = api.browser_open(args.master, nb.serviceAddress)
print(
colored("Jupyter Notebook is running at: {}".format(url),
"green"))
render_event_stream(msg)