def open_tensorboard(args: Namespace) -> None:
resp = api.get(args.master,
"tensorboard/{}".format(args.tensorboard_id)).json()
tensorboard = render.unmarshal(Command, resp)
check_eq(tensorboard.state, "RUNNING",
"TensorBoard must be in a running state")
api.open(args.master, resp["service_address"])
def start_notebook(args: Namespace) -> None:
config = parse_config(args.config_file, None, args.config, args.volume)
resp = launch_command(
args.master,
"api/v1/notebooks",
config,
args.template,
context_path=args.context,
preview=args.preview,
)
if args.preview:
print(render.format_object_as_yaml(resp["config"]))
return
obj = resp["notebook"]
if args.detach:
print(obj["id"])
return
with api.ws(args.master, "notebooks/{}/events".format(obj["id"])) as ws:
for msg in ws:
if msg["service_ready_event"] and not args.no_browser:
url = api.open(args.master, obj["serviceAddress"])
print(colored("Jupyter Notebook is running at: {}".format(url), "green"))
render_event_stream(msg)
def start_tensorboard(args: Namespace) -> None:
if args.trial_ids is None and args.experiment_ids is None:
print("Either experiment_ids or trial_ids must be specified.")
sys.exit(1)
config = parse_config(args.config_file, None, [], [])
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",
body=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.open(args.master, resp["serviceAddress"])
print(
colored("TensorBoard is running at: {}".format(url),
"green"))
render_event_stream(msg)
break
render_event_stream(msg)
def open_notebook(args: Namespace) -> None:
resp = api.get(args.master, "api/v1/notebooks/{}".format(args.notebook_id)).json()["notebook"]
check_eq(resp["state"], "STATE_RUNNING", "Notebook must be in a running state")
api.open(args.master, resp["serviceAddress"])
def open_notebook(args: Namespace) -> None:
resp = api.get(args.master, "notebooks/{}".format(args.notebook_id)).json()
notebook = render.unmarshal(Command, resp)
check_eq(notebook.state, "RUNNING", "Notebook must be in a running state")
api.open(args.master, resp["service_address"])
def open_tensorboard(args: Namespace) -> None:
resp = api.get(args.master, "api/v1/tensorboards/{}".format(
args.tensorboard_id)).json()["tensorboard"]
check_eq(resp["state"], "STATE_RUNNING",
"TensorBoard must be in a running state")
api.open(args.master, resp["serviceAddress"])