def __init__(self,
namespace=None,
runs=1,
output=None,
cleanup=True,
labels=None,
job_name=DEFAULT_JOB_NAME,
stream_log=True,
deployer_type=DEPLOPYER_TYPE,
pod_spec_mutators=None):
if namespace is None:
self.namespace = utils.get_default_target_namespace()
else:
self.namespace = namespace
# Used as pod and job name
self.job_name = job_name
self.deployment_spec = None
self.runs = runs
self.output = output
self.backend = KubeManager()
self.cleanup = cleanup
self.stream_log = stream_log
self.set_labels(labels, deployer_type)
self.pod_spec_mutators = pod_spec_mutators or []
def __init__(self,
framework,
default_model_uri=None,
canary_model_uri=None,
canary_traffic_percent=0,
namespace=None,
labels=None,
annotations=None,
custom_default_spec=None,
custom_canary_spec=None,
stream_log=True,
cleanup=False):
self.framework = framework
self.default_model_uri = default_model_uri
self.canary_model_uri = canary_model_uri
self.canary_traffic_percent = canary_traffic_percent
self.annotations = annotations
self.set_labels(labels)
self.cleanup = cleanup
self.custom_default_spec = custom_default_spec
self.custom_canary_spec = custom_canary_spec
self.stream_log = stream_log
self.backend = KubeManager()
if namespace is None:
self.namespace = utils.get_default_target_namespace()
else:
self.namespace = namespace
def __init__(self, namespace=None, runs=1, output=None, labels={'fairing-deployer': 'job'}):
if namespace is None:
self.namespace = utils.get_default_target_namespace()
else:
self.namespace = namespace
# Used as pod and job name
self.deployment_spec = None
self.runs = runs
self.output = output
self.labels = labels
self.backend = KubeManager()
def __init__(self, namespace, runs):
if namespace is None:
self.namespace = utils.get_default_target_namespace()
else:
self.namespace = namespace
# Used as pod and job name
self.name = "{}-{}".format(DEFAULT_JOB_NAME, utils.get_unique_tag())
self.job_spec = None
self.runs = runs
self.builder = config.get_builder()
self.backend = kubernetes.KubeManager()
def __init__(self,
namespace=None,
region=None,
resource_group_name=None,
storage_account_name=None):
self.namespace = namespace or utils.get_default_target_namespace()
self.region = region or "NorthEurope"
self.resource_group_name = resource_group_name or "fairing"
self.storage_account_name = storage_account_name or "fairing{}".format(
uuid.uuid4().hex[:17])
self.share_name = constants.AZURE_FILES_SHARED_FOLDER
self.context_hash = None
self.context_path = None