tensorflow / tensorflow/tensorboard
gs not implemented issue
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Description
OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
Windows 10
TensorFlow installed from (source or binary):
pip3 install tensorflow
TensorFlow version (use command below):
1.3.0
Tensorboard version:
0.1.4
Python version:
3.5.2
Exact command to reproduce:
gcloud auth application-default login
tensorboard --logdir=gs://mybucket_which_contains_train_and_eval_directories
Stacktrace:
Exception in thread Reloader:
Traceback (most recent call last):
File "c:\python\python35\lib\threading.py", line 914, in _bootstrap_inner
self.run()
File "c:\python\python35\lib\threading.py", line 862, in run
self._target(*self._args, **self._kwargs)
File "c:\python\python35\lib\site-packages\tensorboard\backend\application.py", line 327, in _reload_forever
reload_multiplexer(multiplexer, path_to_run)
File "c:\python\python35\lib\site-packages\tensorboard\backend\application.py", line 299, in reload_multiplexer
multiplexer.AddRunsFromDirectory(path, name)
File "c:\python\python35\lib\site-packages\tensorboard\backend\event_processing\event_multiplexer.py", line 175, in AddRunsFromDirectory
for subdir in GetLogdirSubdirectories(path):
File "c:\python\python35\lib\site-packages\tensorboard\backend\event_processing\event_multiplexer.py", line 439, in GetLogdirSubdirectories
if tf.gfile.Exists(path) and not tf.gfile.IsDirectory(path):
File "c:\python\python35\lib\site-packages\tensorflow\python\lib\io\file_io.py", line 252, in file_exists
pywrap_tensorflow.FileExists(compat.as_bytes(filename), status)
File "c:\python\python35\lib\contextlib.py", line 66, in __exit__
next(self.gen)
File "c:\python\python35\lib\site-packages\tensorflow\python\framework\errors_impl.py", line 466, in raise_exception_on_not_ok_status
pywrap_tensorflow.TF_GetCode(status))
tensorflow.python.framework.errors_impl.UnimplementedError: File system scheme gs not implemented
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Reproduce the failure with gcloud auth application-default login and tensorboard --logdir=gs://.... Start with tensorboard/backend/event_processing/event_multiplexer.py, especially GetLogdirSubdirectories, and the TensorFlow tf.gfile calls shown in the traceback. Done means a gs:// logdir can be loaded without the “File system scheme gs not implemented” error.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- gcp, python, tensorflow
- Domain
- backend, cloud
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100