[K8s] Wait until endpoint to be ready for --endpoint call

sky/provision/__init__.py

@@ -155,6 +155,10 @@ def query_ports(
     return the endpoint without querying the cloud provider. If head_ip is not
     provided, the cloud provider will be queried to get the endpoint info.
 
+    The underlying implementation is responsible for retries and timeout, e.g.
+    kubernetes will wait for the service that expose the ports to be ready
+    before returning the endpoint info.
+
     Returns a dict with port as the key and a list of common.Endpoint.
     """
     del provider_name, provider_config, cluster_name_on_cloud  # unused

sky/provision/kubernetes/network.py

@@ -1,13 +1,16 @@
 """Kubernetes network provisioning."""
 from typing import Any, Dict, List, Optional
 
+from sky import sky_logging
 from sky.adaptors import kubernetes
 from sky.provision import common
 from sky.provision.kubernetes import network_utils
 from sky.provision.kubernetes import utils as kubernetes_utils
 from sky.utils import kubernetes_enums
 from sky.utils.resources_utils import port_ranges_to_set
 
+logger = sky_logging.init_logger(__name__)
+
 _PATH_PREFIX = '/skypilot/{namespace}/{cluster_name_on_cloud}/{port}'
 _LOADBALANCER_SERVICE_NAME = '{cluster_name_on_cloud}--skypilot-lb'
 
@@ -218,12 +221,17 @@ def _query_ports_for_loadbalancer(
     ports: List[int],
     provider_config: Dict[str, Any],
 ) -> Dict[int, List[common.Endpoint]]:
+    logger.debug(f'Getting loadbalancer IP for cluster {cluster_name_on_cloud}')
     result: Dict[int, List[common.Endpoint]] = {}
     service_name = _LOADBALANCER_SERVICE_NAME.format(
         cluster_name_on_cloud=cluster_name_on_cloud)
     external_ip = network_utils.get_loadbalancer_ip(
         namespace=provider_config.get('namespace', 'default'),
-        service_name=service_name)
+        service_name=service_name,
+        # Timeout is set so that we can retry the query when the
+        # cluster is firstly created and the load balancer is not ready yet.
+        timeout=60,
+    )
 
     if external_ip is None:
         return {}

sky/provision/kubernetes/network_utils.py

@@ -1,18 +1,22 @@
 """Kubernetes network provisioning utils."""
 import os
+import time
 from typing import Dict, List, Optional, Tuple, Union
 
 import jinja2
 import yaml
 
 import sky
 from sky import exceptions
+from sky import sky_logging
 from sky import skypilot_config
 from sky.adaptors import kubernetes
 from sky.provision.kubernetes import utils as kubernetes_utils
 from sky.utils import kubernetes_enums
 from sky.utils import ux_utils
 
+logger = sky_logging.init_logger(__name__)
+
 _INGRESS_TEMPLATE_NAME = 'kubernetes-ingress.yml.j2'
 _LOADBALANCER_TEMPLATE_NAME = 'kubernetes-loadbalancer.yml.j2'
 
@@ -239,18 +243,29 @@ def get_ingress_external_ip_and_ports(
     return external_ip, None
 
 
-def get_loadbalancer_ip(namespace: str, service_name: str) -> Optional[str]:
+def get_loadbalancer_ip(namespace: str,
+                        service_name: str,
+                        timeout: int = 0) -> Optional[str]:
     """Returns the IP address of the load balancer."""
     core_api = kubernetes.core_api()
-    service = core_api.read_namespaced_service(
-        service_name, namespace, _request_timeout=kubernetes.API_TIMEOUT)
 
-    if service.status.load_balancer.ingress is None:
-        return None
+    ip = None
 
-    ip = service.status.load_balancer.ingress[
-        0].ip or service.status.load_balancer.ingress[0].hostname
-    return ip if ip is not None else None
+    start_time = time.time()
+    retry_cnt = 0
+    while ip is None and (retry_cnt == 0 or time.time() - start_time < timeout):
+        service = core_api.read_namespaced_service(
+            service_name, namespace, _request_timeout=kubernetes.API_TIMEOUT)
+        if service.status.load_balancer.ingress is not None:
+            ip = (service.status.load_balancer.ingress[0].ip or
+                  service.status.load_balancer.ingress[0].hostname)
+        if ip is None:
+            retry_cnt += 1
+            if retry_cnt % 5 == 0:
+                logger.debug('Waiting for load balancer IP to be assigned'
+                             '...')
+            time.sleep(1)
+    return ip
 
 
 def get_pod_ip(namespace: str, pod_name: str) -> Optional[str]:

sky/utils/controller_utils.py

@@ -191,7 +191,7 @@ def _get_cloud_dependencies_installation_commands(
     prefix_str = 'Check & install cloud dependencies on controller: '
     # This is to make sure the shorter checking message does not have junk
     # characters from the previous message.
-    empty_str = ' ' * 5
+    empty_str = ' ' * 10
     aws_dependencies_installation = (
         'pip list | grep boto3 > /dev/null 2>&1 || pip install '
         'botocore>=1.29.10 boto3>=1.26.1; '