def test_anonymous_redaction(mocker):
mocker.patch.object(sys, 'argv', ["foo", "bar"])
api = InternalApi()
api.set_setting('anonymous', 'true')
meta = Meta(api, "wandb")
meta.write()
print(meta.data)
assert "host" not in meta.data
assert "username" not in meta.data
assert "executable" not in meta.data
assert "email" not in meta.data
assert "root" not in meta.data
def test_no_save_code(git_repo):
with open("test.ipynb", "w") as f:
f.write("{}")
os.environ[env.SAVE_CODE] = "false"
os.environ[env.NOTEBOOK_NAME] = "test.ipynb"
meta = Meta(InternalApi())
assert meta.data.get("codePath") is None
def test_meta(git_repo, mocker):
mocker.patch.object(sys, 'argv', ["foo", "bar"])
meta = Meta(InternalApi())
meta.write()
print(meta.data)
assert meta.data["cpu_count"] > 0
assert meta.data["git"]["commit"]
assert meta.data["heartbeatAt"]
assert meta.data["startedAt"]
assert meta.data["host"]
assert meta.data["root"] == os.getcwd()
assert meta.data["python"]
assert meta.data["program"]
assert meta.data["executable"]
assert meta.data["args"] == ["bar"]
assert meta.data["state"] == "running"
assert meta.data["username"]
assert meta.data["os"]
def test_git_untracked_notebook_env(monkeypatch, git_repo, mocker):
mocker.patch('wandb._get_python_type', lambda: "jupyter")
with open("test.ipynb", "w") as f:
f.write("{}")
os.environ[env.NOTEBOOK_NAME] = "test.ipynb"
meta = Meta(InternalApi())
assert meta.data["program"] == "test.ipynb"
assert meta.data["codePath"] == "test.ipynb"
assert os.path.exists("code/test.ipynb")
del os.environ[env.NOTEBOOK_NAME]
def test_git_tracked_notebook_env(monkeypatch, git_repo, mocker):
mocker.patch('wandb._get_python_type', lambda: "jupyter")
with open("test.ipynb", "w") as f:
f.write("{}")
subprocess.check_call(['git', 'add', 'test.ipynb'])
os.environ[env.NOTEBOOK_NAME] = "test.ipynb"
meta = Meta(InternalApi())
assert meta.data["program"] == "test.ipynb"
assert not meta.data.get("codeSaved")
assert not os.path.exists("code/test.ipynb")
os.environ[env.NOTEBOOK_NAME]
def test_meta_cuda(mocker):
mocker.patch('wandb.meta.os.path.exists', lambda path: True)
def magic(path, mode="w"):
if "cuda/version.txt" in path:
return six.StringIO("CUDA Version 9.0.176")
else:
return open(path, mode=mode)
mocker.patch('wandb.meta.open', magic)
meta = Meta(InternalApi())
meta.data["cuda"] == "9.0.176"
def test_colab(mocker, monkeypatch):
with CliRunner().isolated_filesystem():
mocker.patch('wandb._get_python_type', lambda: "jupyter")
with open("test.ipynb", "w") as f:
f.write("{}")
module = types.ModuleType("fake_jupyter")
module.notebook_metadata = lambda: {"path": "fileId=123abc", "name": "test.ipynb", "root": os.getcwd()}
monkeypatch.setattr(wandb, 'jupyter', module)
meta = Meta(InternalApi())
assert meta.data["colab"] == "https://colab.research.google.com/drive/123abc"
assert meta.data["program"] == "test.ipynb"
assert meta.data["codeSaved"]
assert os.path.exists("code/test.ipynb")
def test_meta(git_repo):
sys.argv = ["foo", "bar"]
meta = Meta(InternalApi())
print(meta.data)
assert meta.data["cpu_count"] > 0
assert meta.data["git"]["commit"]
assert meta.data["heartbeatAt"]
assert meta.data["startedAt"]
assert meta.data["host"]
assert meta.data["root"] == os.getcwd()
assert meta.data["python"]
assert meta.data["program"]
assert meta.data["args"] == ["bar"]
assert meta.data["state"] == "running"
assert meta.data["username"]
assert meta.data["os"]
def test_meta_cuda(mocker):
mocker.patch('wandb.meta.os.path.exists', lambda path: True)
def magic(path, mode="w"):
if "cuda/version.txt" in path:
stringIO = six.StringIO("CUDA Version 9.0.176")
# Monkeypatching for Python 2 compatibility
stringIO.__enter__ = lambda: stringIO
stringIO.__exit__ = lambda type, value, traceback: True
return stringIO
else:
return open(path, mode=mode)
mocker.patch('wandb.meta.open', magic)
meta = Meta(InternalApi())
assert meta.data["cuda"] == "9.0.176"
def test_disable_code(git_repo):
os.environ[env.DISABLE_CODE] = "true"
meta = Meta(InternalApi())
assert meta.data.get("git") is None
del os.environ[env.DISABLE_CODE]
def test_meta_thread(git_repo):
meta = Meta(InternalApi(), "wandb")
meta.start()
meta.shutdown()
print("GO", glob.glob("**"))
assert os.path.exists("wandb/wandb-metadata.json")