def get_notebook_url(project):
spawner = K8SProjectSpawner(project_name=project.unique_name,
project_uuid=project.uuid.hex,
k8s_config=settings.K8S_CONFIG,
namespace=settings.K8S_NAMESPACE,
in_cluster=True)
return spawner.get_notebook_url()
def stop_notebook(project):
spawner = K8SProjectSpawner(project_name=project.unique_name,
project_uuid=project.uuid.hex,
k8s_config=settings.K8S_CONFIG,
namespace=settings.K8S_NAMESPACE,
in_cluster=True)
spawner.stop_notebook()
project.has_notebook = False
project.save()
def start_tensorboard(project):
spawner = K8SProjectSpawner(project_name=project.unique_name,
project_uuid=project.uuid.hex,
k8s_config=settings.K8S_CONFIG,
namespace=settings.K8S_NAMESPACE,
in_cluster=True)
spawner.start_tensorboard()
project.has_tensorboard = True
project.save()
def start_notebook(project, image):
spawner = K8SProjectSpawner(
project_name=project.unique_name,
project_uuid=project.uuid.hex,
k8s_config=settings.K8S_CONFIG,
namespace=settings.K8S_NAMESPACE,
in_cluster=True)
spawner.start_notebook(image=image, resources=project.notebook.compiled_spec.resources)
project.has_notebook = True
project.save()
def start_tensorboard(project):
spawner = K8SProjectSpawner(
project_name=project.unique_name,
project_uuid=project.uuid.hex,
k8s_config=settings.K8S_CONFIG,
namespace=settings.K8S_NAMESPACE,
in_cluster=True)
spawner.start_tensorboard(image=project.tensorboard.image,
resources=project.tensorboard.compiled_spec.resources)
project.has_tensorboard = True
project.save()
def _get_service_url(cls, deployment_name):
return K8SProjectSpawner._get_proxy_url(
namespace='polyaxon',
job_name=cls.plugin_app,
deployment_name=deployment_name,
port=12503)