def run_test_experiment(exp_name, exp_id, root_dir):
T2 = datetime.datetime(1999, 5, 5, 5, 5, 5, 5)
T3 = datetime.datetime(1999, 5, 5, 6, 6, 6, 6)
run_date = sample_run()
run_date['ex_info']['name'] = exp_name
run_date['_id'] = exp_id
# Create
tinydb_obs = TinyDbObserver.create(path=root_dir)
# Start exp 1
tinydb_obs.started_event(**run_date)
# Heartbeat
info = {'my_info': [1, 2, 3], 'nr': 7}
outp = 'some output'
tinydb_obs.heartbeat_event(info=info, captured_out=outp, beat_time=T2)
# Add Artifact
filename = "sacred/__about__.py"
name = 'about'
tinydb_obs.artifact_event(name, filename)
# Add Resource
filename = "sacred/__init__.py"
tinydb_obs.resource_event(filename)
# Complete
tinydb_obs.completed_event(stop_time=T3, result=42)
return tinydb_obs
def run_test_experiment(exp_name, exp_id, root_dir):
T2 = datetime.datetime(1999, 5, 5, 5, 5, 5, 5)
T3 = datetime.datetime(1999, 5, 5, 6, 6, 6, 6)
run_date = sample_run()
run_date['ex_info']['name'] = exp_name
run_date['_id'] = exp_id
# Create
tinydb_obs = TinyDbObserver.create(path=root_dir)
# Start exp 1
tinydb_obs.started_event(**run_date)
# Heartbeat
info = {'my_info': [1, 2, 3], 'nr': 7}
outp = 'some output'
tinydb_obs.heartbeat_event(info=info, captured_out=outp, beat_time=T2,
result=7)
# Add Artifact
filename = "sacred/__about__.py"
name = 'about'
tinydb_obs.artifact_event(name, filename)
# Add Resource
filename = "sacred/__init__.py"
tinydb_obs.resource_event(filename)
# Complete
tinydb_obs.completed_event(stop_time=T3, result=42)
return tinydb_obs
def test_tinydb_observer_equality(tmpdir, tinydb_obs):
db = TinyDB(os.path.join(tmpdir.strpath, 'metadata.json'))
fs = HashFS(os.path.join(tmpdir.strpath, 'hashfs'), depth=3,
width=2, algorithm='md5')
m = TinyDbObserver(db, fs)
assert tinydb_obs == m
assert not tinydb_obs != m
assert not tinydb_obs == 'foo'
assert tinydb_obs != 'foo'
def test_tinydb_observer_equality(tmpdir, tinydb_obs):
db = TinyDB(os.path.join(tmpdir.strpath, "metadata.json"))
fs = HashFS(
os.path.join(tmpdir.strpath, "hashfs"), depth=3, width=2, algorithm="md5"
)
m = TinyDbObserver.create_from(db, fs)
assert tinydb_obs == m
assert not tinydb_obs != m
assert not tinydb_obs == "foo"
assert tinydb_obs != "foo"
def test_tinydb_observer_creates_missing_directories(tmpdir):
tinydb_obs = TinyDbObserver.create(path=os.path.join(tmpdir.strpath, 'foo'))
assert tinydb_obs.root == os.path.join(tmpdir.strpath, 'foo')
def tinydb_obs(tmpdir):
return TinyDbObserver.create(path=tmpdir.strpath)
def test_tinydb_observer_creates_missing_directories(tmpdir):
tinydb_obs = TinyDbObserver.create(path=os.path.join(tmpdir.strpath, 'foo'))
assert tinydb_obs.root == os.path.join(tmpdir.strpath, 'foo')
def tinydb_obs(tmpdir):
return TinyDbObserver.create(path=tmpdir.strpath)