def test_parent_fetch_trials(create_db_instance):
"""Test that experiment fetch trials from parent properly (adapters are muted)"""
experiment_name = 'supernaedo2.3'
root_name = 'supernaedo2'
leaf_names = ['supernaedo2.3']
experiment = ExperimentView(experiment_name)
exp_node = ExperimentNode(experiment.name, experiment.version, experiment=experiment)
exp_node = build_trimmed_tree(experiment, root_name, leaf_names)
assert exp_node.item.name == experiment_name
assert exp_node.parent.item.name == root_name
assert len(exp_node.children) == 0
# 2
# |
# 2.3
assert len(list(exp_node.root)) == 2
experiment.connect_to_version_control_tree(exp_node)
for node in exp_node.root:
node.item._experiment.refers['adapter'] = Adapter.build([])
query = {'status': 'completed'}
assert len(experiment.fetch_trials(query)) == 4
assert len(experiment._experiment._node.parent.item.fetch_trials(query)) == 6
assert len(experiment.fetch_trials_tree(query)) == 10
def __init__(self, name, version=None, mode="r"):
self._id = None
self.name = name
self.version = version if version else 1
self._mode = mode
self._node = None
self.refers = {}
self.metadata = {}
self.max_trials = None
self.max_broken = None
self.space = None
self.algorithms = None
self.working_dir = None
self._storage = get_storage()
self._node = ExperimentNode(self.name, self.version, experiment=self)
def __init__(self, name, version=None):
self._id = None
self.name = name
self.version = version if version else 1
self._node = None
self.refers = {}
self.metadata = {}
self.pool_size = None
self.max_trials = None
self.space = None
self.algorithms = None
self.working_dir = None
self.producer = {}
# this needs to be an attribute because we override it in ExperienceView
self._storage = get_storage()
self._node = ExperimentNode(self.name, self.version, experiment=self)
def connect_to_version_control_tree(self, experiment):
"""Build the EVC and connect the experiment to it"""
experiment_node = ExperimentNode(experiment.name,
experiment=experiment)
experiment.connect_to_version_control_tree(experiment_node)