def experiment_group_pre_save(sender, **kwargs):
instance = kwargs['instance']
# Add code reference
assign_code_reference(instance)
# Check if params need to be set
if not instance.params and instance.specification:
instance.params = instance.specification.settings.to_dict()
def add_experiment_pre_save(sender, **kwargs):
instance = kwargs['instance']
# Check if declarations need to be set
if not instance.declarations and instance.specification:
instance.declarations = instance.specification.declarations
# Add code reference
# Check if :
# the experiment is new
# that it has an exec section
# that it's not cloned
# that is not an external repo (because we did not clone it yet)
# if the instance has a primary key then is getting updated
condition = (
not instance.specification or
not instance.specification.run_exec or
instance.specification.run_exec.git or
instance.code_reference or
not instance.project.has_code)
if condition:
return
assign_code_reference(instance)
def add_notebook_code_reference(sender, **kwargs):
assign_code_reference(kwargs['instance'])
def add_tensorboard_code_reference(sender, **kwargs):
assign_code_reference(kwargs['instance'])