def main(unused_argv=None):
if FLAGS.debug:
logging.set_verbosity(logging.DEBUG)
logging.info('TensorBoard is in debug mode.')
if not FLAGS.logdir:
logging.error(
'A logdir must be specified. Run `tensorboard --help` for '
'details and examples.')
return -1
logging.info('Starting TensorBoard in directory %s', os.getcwd())
path_to_run = ParseEventFilesFlag(FLAGS.logdir)
logging.info('TensorBoard path_to_run is: %s', path_to_run)
multiplexer = event_multiplexer.EventMultiplexer(
size_guidance=TENSORBOARD_SIZE_GUIDANCE)
def _Load():
start = time.time()
for (path, name) in six.iteritems(path_to_run):
multiplexer.AddRunsFromDirectory(path, name)
multiplexer.Reload()
duration = time.time() - start
logging.info('Multiplexer done loading. Load took %0.1f secs',
duration)
t = threading.Timer(LOAD_INTERVAL, _Load)
t.daemon = True
t.start()
t = threading.Timer(0, _Load)
t.daemon = True
t.start()
factory = functools.partial(tensorboard_handler.TensorboardHandler,
multiplexer)
try:
server = ThreadedHTTPServer((FLAGS.host, FLAGS.port), factory)
except socket.error:
logging.error(
'Tried to connect to port %d, but that address is in use.',
FLAGS.port)
return -2
try:
tag = resource_loader.load_resource('tensorboard/TAG').strip()
logging.info('TensorBoard is tag: %s', tag)
except IOError:
logging.warning('Unable to read TensorBoard tag')
tag = ''
status_bar.SetupStatusBarInsideGoogle('TensorBoard %s' % tag, FLAGS.port)
print('Starting TensorBoard %s on port %d' % (tag, FLAGS.port))
print('(You can navigate to http://%s:%d)' % (FLAGS.host, FLAGS.port))
server.serve_forever()
def main(unused_argv=None):
if FLAGS.debug:
logging.set_verbosity(logging.DEBUG)
logging.info('TensorBoard is in debug mode.')
if FLAGS.inspect:
logging.info(
'Not bringing up TensorBoard, but inspecting event files.')
efi.inspect(logdir=FLAGS.logdir,
event_file=FLAGS.event_file,
tag=FLAGS.tag)
return 0
if not FLAGS.logdir:
msg = ('A logdir must be specified. Run `tensorboard --help` for '
'details and examples.')
logging.error(msg)
print(msg)
return -1
logging.info('Starting TensorBoard in directory %s', os.getcwd())
path_to_run = server.ParseEventFilesSpec(FLAGS.logdir)
logging.info('TensorBoard path_to_run is: %s', path_to_run)
multiplexer = event_multiplexer.EventMultiplexer(
size_guidance=server.TENSORBOARD_SIZE_GUIDANCE,
purge_orphaned_data=FLAGS.purge_orphaned_data)
server.StartMultiplexerReloadingThread(multiplexer, path_to_run,
FLAGS.reload_interval)
try:
tb_server = server.BuildServer(multiplexer, FLAGS.host, FLAGS.port)
except socket.error:
if FLAGS.port == 0:
msg = 'Unable to find any open ports.'
logging.error(msg)
print(msg)
return -2
else:
msg = 'Tried to connect to port %d, but address is in use.' % FLAGS.port
logging.error(msg)
print(msg)
return -3
try:
tag = resource_loader.load_resource('tensorboard/TAG').strip()
logging.info('TensorBoard is tag: %s', tag)
except IOError:
logging.warning('Unable to read TensorBoard tag')
tag = ''
status_bar.SetupStatusBarInsideGoogle('TensorBoard %s' % tag, FLAGS.port)
print('Starting TensorBoard %s on port %d' % (tag, FLAGS.port))
print('(You can navigate to http://%s:%d)' % (FLAGS.host, FLAGS.port))
tb_server.serve_forever()
def main(unused_argv=None):
if FLAGS.debug:
logging.set_verbosity(logging.DEBUG)
logging.info('TensorBoard is in debug mode.')
if not FLAGS.logdir:
logging.error(
'A logdir must be specified. Run `tensorboard --help` for '
'details and examples.')
return -1
if FLAGS.debug:
logging.info('Starting TensorBoard in directory %s', os.getcwd())
path_to_run = ParseEventFilesFlag(FLAGS.logdir)
multiplexer = event_multiplexer.AutoloadingMultiplexer(
path_to_run=path_to_run,
interval_secs=60,
size_guidance=TENSORBOARD_SIZE_GUIDANCE)
multiplexer.AutoUpdate(interval=30)
factory = functools.partial(tensorboard_handler.TensorboardHandler,
multiplexer)
try:
server = ThreadedHTTPServer((FLAGS.host, FLAGS.port), factory)
except socket.error:
logging.error(
'Tried to connect to port %d, but that address is in use.',
FLAGS.port)
return -2
try:
tag = resource_loader.load_resource('tensorboard/TAG').strip()
logging.info('TensorBoard is tag: %s', tag)
except IOError:
logging.warning('Unable to read TensorBoard tag')
tag = ''
status_bar.SetupStatusBarInsideGoogle('TensorBoard %s' % tag, FLAGS.port)
print('Starting TensorBoard %s on port %d' % (tag, FLAGS.port))
print('(You can navigate to http://%s:%d)' % (FLAGS.host, FLAGS.port))
server.serve_forever()
def main(unused_argv=None):
# Change current working directory to tensorflow/'s parent directory.
server_root = os.path.join(os.path.dirname(__file__), os.pardir, os.pardir)
os.chdir(server_root)
if FLAGS.debug:
logging.set_verbosity(logging.DEBUG)
if not FLAGS.logdir:
logging.error(
'A logdir must be specified. Run `tensorboard --help` for '
'details and examples.')
return -1
if FLAGS.debug:
logging.info('Starting TensorBoard in directory %s', os.getcwd())
path_to_run = ParseEventFilesFlag(FLAGS.logdir)
multiplexer = event_multiplexer.AutoloadingMultiplexer(
path_to_run=path_to_run,
interval_secs=60,
size_guidance=TENSORBOARD_SIZE_GUIDANCE)
multiplexer.AutoUpdate(interval=30)
factory = functools.partial(tensorboard_handler.TensorboardHandler,
multiplexer)
try:
server = ThreadedHTTPServer((FLAGS.host, FLAGS.port), factory)
except socket.error:
logging.error(
'Tried to connect to port %d, but that address is in use.',
FLAGS.port)
return -2
status_bar.SetupStatusBarInsideGoogle('TensorBoard', FLAGS.port)
print('Starting TensorBoard on port %d' % FLAGS.port)
print('(You can navigate to http://localhost:%d)' % FLAGS.port)
server.serve_forever()
def main(unused_argv=None):
debug = FLAGS.insecure_debug_mode
logdir = os.path.expanduser(FLAGS.logdir)
if debug:
logging.set_verbosity(logging.DEBUG)
logging.warning('TensorBoard is in debug mode. This is NOT SECURE.')
if FLAGS.inspect:
logging.info(
'Not bringing up TensorBoard, but inspecting event files.')
event_file = os.path.expanduser(FLAGS.event_file)
efi.inspect(logdir, event_file, FLAGS.tag)
return 0
if not logdir:
msg = ('A logdir must be specified. Run `tensorboard --help` for '
'details and examples.')
logging.error(msg)
print(msg)
return -1
logging.info('Starting TensorBoard in directory %s', os.getcwd())
plugins = {'projector': projector_plugin.ProjectorPlugin()}
tb_app = application.TensorBoardWSGIApp(
logdir,
plugins,
purge_orphaned_data=FLAGS.purge_orphaned_data,
reload_interval=FLAGS.reload_interval)
try:
tag = resource_loader.load_resource('tensorboard/TAG').strip()
logging.info('TensorBoard is tag: %s', tag)
except IOError:
logging.info('Unable to read TensorBoard tag')
tag = ''
status_bar.SetupStatusBarInsideGoogle('TensorBoard %s' % tag, FLAGS.port)
print('Starting TensorBoard %s on port %d' % (tag, FLAGS.port))
if FLAGS.host == "0.0.0.0":
try:
host = socket.gethostbyname(socket.gethostname())
print('(You can navigate to http://%s:%d)' % (host, FLAGS.port))
except socket.gaierror:
pass
else:
print('(You can navigate to http://%s:%d)' % (FLAGS.host, FLAGS.port))
try:
serving.run_simple(FLAGS.host,
FLAGS.port,
tb_app,
threaded=True,
use_reloader=debug,
use_evalex=debug,
use_debugger=debug)
except socket.error:
if FLAGS.port == 0:
msg = 'Unable to find any open ports.'
logging.error(msg)
print(msg)
return -2
else:
msg = 'Tried to connect to port %d, but address is in use.' % FLAGS.port
logging.error(msg)
print(msg)
return -3
