def test_log_empty_str(self):
PARAM_NAME = "new param"
fs = FileStore(self.test_root)
run_id = self.exp_data[FileStore.DEFAULT_EXPERIMENT_ID]["runs"][0]
fs.log_param(run_id, Param(PARAM_NAME, ""))
run = fs.get_run(run_id)
assert run.data.params[PARAM_NAME] == ""
def test_weird_param_names(self):
WEIRD_PARAM_NAME = "this is/a weird/but valid param"
fs = FileStore(self.test_root)
run_id = self.exp_data[FileStore.DEFAULT_EXPERIMENT_ID]["runs"][0]
fs.log_param(run_id, Param(WEIRD_PARAM_NAME, "Value"))
run = fs.get_run(run_id)
assert run.data.params[WEIRD_PARAM_NAME] == "Value"
def test_weird_param_names(self):
WEIRD_PARAM_NAME = "this is/a weird/but valid param"
fs = FileStore(self.test_root)
run_uuid = self.exp_data[0]["runs"][0]
fs.log_param(run_uuid, Param(WEIRD_PARAM_NAME, "Value"))
param = fs.get_param(run_uuid, WEIRD_PARAM_NAME)
assert param.key == WEIRD_PARAM_NAME
assert param.value == "Value"
def test_weird_param_names(self):
WEIRD_PARAM_NAME = "this is/a weird/but valid param"
fs = FileStore(self.test_root)
run_uuid = self.exp_data[0]["runs"][0]
fs.log_param(run_uuid, Param(WEIRD_PARAM_NAME, "Value"))
run = fs.get_run(run_uuid)
my_params = [p for p in run.data.params if p.key == WEIRD_PARAM_NAME]
assert len(my_params) == 1
param = my_params[0]
assert param.key == WEIRD_PARAM_NAME
assert param.value == "Value"
def test_log_empty_str(self):
PARAM_NAME = "new param"
fs = FileStore(self.test_root)
run_uuid = self.exp_data[0]["runs"][0]
fs.log_param(run_uuid, Param(PARAM_NAME, ""))
run = fs.get_run(run_uuid)
my_params = [p for p in run.data.params if p.key == PARAM_NAME]
assert len(my_params) == 1
param = my_params[0]
assert param.key == PARAM_NAME
assert param.value == ""
def test_set_deleted_run(self):
"""
Setting metrics/tags/params/updating run info should not be allowed on deleted runs.
"""
fs = FileStore(self.test_root)
exp_id = self.experiments[random_int(0, len(self.experiments) - 1)]
run_id = self.exp_data[exp_id]['runs'][0]
fs.delete_run(run_id)
assert fs.get_run(run_id).info.lifecycle_stage == LifecycleStage.DELETED
with pytest.raises(MlflowException):
fs.set_tag(run_id, RunTag('a', 'b'))
with pytest.raises(MlflowException):
fs.log_metric(run_id, Metric('a', 0.0, timestamp=0))
with pytest.raises(MlflowException):
fs.log_param(run_id, Param('a', 'b'))
