def pre_add(self, item):
item.name = item.name.replace('_', '-')[0:54].lower()
if item.job_template is None:
raise MyappException("Job Template 为必选")
item.volume_mount = item.pipeline.project.volume_mount # 默认使用项目的配置
if item.job_template.volume_mount and item.job_template.volume_mount not in item.volume_mount:
if item.volume_mount:
item.volume_mount += "," + item.job_template.volume_mount
else:
item.volume_mount = item.job_template.volume_mount
item.resource_memory = core.check_resource_memory(item.resource_memory)
item.resource_cpu = core.check_resource_cpu(item.resource_cpu)
self.merge_args(item, 'add')
self.task_args_check(item)
item.create_datetime = datetime.datetime.now()
item.change_datetime = datetime.datetime.now()
if core.get_gpu(item.resource_gpu)[0]:
item.node_selector = item.node_selector.replace(
'cpu=true', 'gpu=true')
else:
item.node_selector = item.node_selector.replace(
'gpu=true', 'cpu=true')
def pre_add(self, item):
if item.job_type is None:
raise MyappException("Job type is mandatory")
core.validate_json(item.parameters)
item.parameters = self.validate_parameters(item.parameters,item.algorithm_name)
item.resource_memory=core.check_resource_memory(item.resource_memory,self.src_item_json.get('resource_memory',None) if self.src_item_json else None)
item.resource_cpu = core.check_resource_cpu(item.resource_cpu,self.src_item_json.get('resource_cpu',None) if self.src_item_json else None)
self.merge_trial_spec(item)
self.make_experiment(item)
def pre_add(self, item):
item.name = item.name.replace("_", "-")[0:54].lower()
# 不需要用户自己填写node selector
# if core.get_gpu(item.resource_gpu)[0]:
# item.node_selector = item.node_selector.replace('cpu=true','gpu=true')
# else:
# item.node_selector = item.node_selector.replace('gpu=true', 'cpu=true')
item.resource_memory = core.check_resource_memory(
item.resource_memory,
self.src_item_json.get('resource_memory', None))
item.resource_cpu = core.check_resource_cpu(
item.resource_cpu, self.src_item_json.get('resource_cpu', None))
if 'theia' in item.images or 'vscode' in item.images:
item.ide_type = 'theia'
else:
item.ide_type = 'jupyter'
if not item.id:
item.volume_mount = item.project.volume_mount
def pre_update(self, item):
item.name = item.name.replace('_', '-')[0:54].lower()
if item.job_template is None:
raise MyappException("Job Template 为必选")
# if item.job_template.volume_mount and item.job_template.volume_mount not in item.volume_mount:
# if item.volume_mount:
# item.volume_mount += ","+item.job_template.volume_mount
# else:
# item.volume_mount = item.job_template.volume_mount
if item.outputs:
core.validate_json(item.outputs)
item.outputs = json.dumps(json.loads(item.outputs),
indent=4,
ensure_ascii=False)
if item.expand:
core.validate_json(item.expand)
item.expand = json.dumps(json.loads(item.expand),
indent=4,
ensure_ascii=False)
item.resource_memory = core.check_resource_memory(
item.resource_memory,
self.src_item_json.get('resource_memory', None))
item.resource_cpu = core.check_resource_cpu(
item.resource_cpu, self.src_item_json.get('resource_cpu', None))
# item.resource_memory=core.check_resource_memory(item.resource_memory,self.src_resource_memory)
# item.resource_cpu = core.check_resource_cpu(item.resource_cpu,self.src_resource_cpu)
self.merge_args(item, 'update')
self.task_args_check(item)
item.change_datetime = datetime.datetime.now()
if core.get_gpu(item.resource_gpu)[0]:
item.node_selector = item.node_selector.replace(
'cpu=true', 'gpu=true')
else:
item.node_selector = item.node_selector.replace(
'gpu=true', 'cpu=true')