def _load_config(self, host, client_id, namespace, other_client_id,
other_client_secret):
config = kfp_server_api.configuration.Configuration()
if host:
config.host = host
token = None
# Obtain the tokens if it is IAP or inverse proxy.
# client_id is only used for IAP, so when the value is provided, we assume it's IAP.
if client_id:
token = get_auth_token(client_id, other_client_id,
other_client_secret)
elif self._is_inverse_proxy_host(host):
token = get_gcp_access_token()
if token:
config.api_key['authorization'] = token
config.api_key_prefix['authorization'] = 'Bearer'
return config
if host:
# if host is explicitly set with auth token, it's probably a port forward address.
return config
import kubernetes as k8s
in_cluster = True
try:
k8s.config.load_incluster_config()
except:
in_cluster = False
pass
if in_cluster:
config.host = Client.IN_CLUSTER_DNS_NAME.format(namespace)
return config
try:
k8s.config.load_kube_config(client_configuration=config)
except:
print('Failed to load kube config.')
return config
if config.host:
config.host = config.host + '/' + Client.KUBE_PROXY_PATH.format(
namespace)
return config
def _load_config(self, host, client_id, namespace):
config = kfp_server_api.configuration.Configuration()
if host:
config.host = host
token = None
if self._is_inverse_proxy_host(host):
token = get_gcp_access_token()
if self._is_iap_host(host, client_id):
# fetch IAP auth token
token = get_auth_token(client_id)
if token:
config.api_key['authorization'] = token
config.api_key_prefix['authorization'] = 'Bearer'
return config
if host:
# if host is explicitly set with auth token, it's probably a port forward address.
return config
import kubernetes as k8s
in_cluster = True
try:
k8s.config.load_incluster_config()
except:
in_cluster = False
pass
if in_cluster:
config.host = Client.IN_CLUSTER_DNS_NAME.format(namespace)
return config
try:
k8s.config.load_kube_config(client_configuration=config)
except:
print('Failed to load kube config.')
return config
if config.host:
config.host = os.path.join(
config.host, Client.KUBE_PROXY_PATH.format(namespace))
return config
def _load_config(self, host, client_id, namespace, other_client_id, other_client_secret, existing_token):
config = kfp_server_api.configuration.Configuration()
host = host or ''
# Preprocess the host endpoint to prevent some common user mistakes.
host = re.sub(r'^(http|https)://', '', host).rstrip('/')
if host:
config.host = host
token = None
# "existing_token" is designed to accept token generated outside of SDK. Here is an example.
#
# https://cloud.google.com/functions/docs/securing/function-identity
# https://cloud.google.com/endpoints/docs/grpc/service-account-authentication
#
# import requests
# import kfp
#
# def get_access_token():
# url = 'http://metadata.google.internal/computeMetadata/v1/instance/service-accounts/default/token'
# r = requests.get(url, headers={'Metadata-Flavor': 'Google'})
# r.raise_for_status()
# access_token = r.json()['access_token']
# return access_token
#
# client = kfp.Client(host='<KFPHost>', existing_token=get_access_token())
#
if existing_token:
token = existing_token
elif client_id:
token = get_auth_token(client_id, other_client_id, other_client_secret)
elif self._is_inverse_proxy_host(host):
token = get_gcp_access_token()
if token:
config.api_key['authorization'] = token
config.api_key_prefix['authorization'] = 'Bearer'
return config
if host:
# if host is explicitly set with auth token, it's probably a port forward address.
return config
import kubernetes as k8s
in_cluster = True
try:
k8s.config.load_incluster_config()
except:
in_cluster = False
pass
if in_cluster:
config.host = Client.IN_CLUSTER_DNS_NAME.format(namespace)
return config
try:
k8s.config.load_kube_config(client_configuration=config)
except:
print('Failed to load kube config.')
return config
if config.host:
config.host = config.host + '/' + Client.KUBE_PROXY_PATH.format(namespace)
return config
def _load_config(self, host, client_id, namespace, other_client_id,
other_client_secret, existing_token, proxy, ssl_ca_cert,
kube_context):
config = kfp_server_api.configuration.Configuration()
if proxy:
# https://github.com/kubeflow/pipelines/blob/c6ac5e0b1fd991e19e96419f0f508ec0a4217c29/backend/api/python_http_client/kfp_server_api/rest.py#L100
config.proxy = proxy
if ssl_ca_cert:
config.ssl_ca_cert = ssl_ca_cert
host = host or ''
# Preprocess the host endpoint to prevent some common user mistakes.
if not client_id:
# always preserving the protocol (http://localhost requires it)
host = host.rstrip('/')
if host:
config.host = host
token = None
# "existing_token" is designed to accept token generated outside of SDK. Here is an example.
#
# https://cloud.google.com/functions/docs/securing/function-identity
# https://cloud.google.com/endpoints/docs/grpc/service-account-authentication
#
# import requests
# import kfp
#
# def get_access_token():
# url = 'http://metadata.google.internal/computeMetadata/v1/instance/service-accounts/default/token'
# r = requests.get(url, headers={'Metadata-Flavor': 'Google'})
# r.raise_for_status()
# access_token = r.json()['access_token']
# return access_token
#
# client = kfp.Client(host='<KFPHost>', existing_token=get_access_token())
#
if existing_token:
token = existing_token
self._is_refresh_token = False
elif client_id:
token = get_auth_token(client_id, other_client_id,
other_client_secret)
self._is_refresh_token = True
elif self._is_inverse_proxy_host(host):
token = get_gcp_access_token()
self._is_refresh_token = False
if token:
config.api_key['authorization'] = token
config.api_key_prefix['authorization'] = 'Bearer'
return config
if host:
# if host is explicitly set with auth token, it's probably a port forward address.
return config
import kubernetes as k8s
in_cluster = True
try:
k8s.config.load_incluster_config()
except:
in_cluster = False
pass
if in_cluster:
config.host = Client.IN_CLUSTER_DNS_NAME.format(namespace)
return config
try:
k8s.config.load_kube_config(client_configuration=config,
context=kube_context)
except:
print('Failed to load kube config.')
return config
if config.host:
config.host = config.host + '/' + Client.KUBE_PROXY_PATH.format(
namespace)
return config