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unit_test.py
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# Copyright 2022 IBM, Red Hat
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# TODO: replace all instances of torchx_runner
from pathlib import Path
import sys
import filecmp
import os
import re
import uuid
from codeflare_sdk.cluster import cluster
parent = Path(__file__).resolve().parents[1]
aw_dir = os.path.expanduser("~/.codeflare/appwrapper/")
sys.path.append(str(parent) + "/src")
from kubernetes import client, config
from codeflare_sdk.cluster.awload import AWManager
from codeflare_sdk.cluster.cluster import (
Cluster,
ClusterConfiguration,
list_all_clusters,
list_all_queued,
_copy_to_ray,
get_cluster,
_app_wrapper_status,
_ray_cluster_status,
_get_ingress_domain,
)
from codeflare_sdk.cluster.auth import (
TokenAuthentication,
Authentication,
KubeConfigFileAuthentication,
config_check,
)
from codeflare_sdk.utils.openshift_oauth import (
create_openshift_oauth_objects,
delete_openshift_oauth_objects,
)
from codeflare_sdk.utils.pretty_print import (
print_no_resources_found,
print_app_wrappers_status,
print_cluster_status,
print_clusters,
)
from codeflare_sdk.cluster.model import (
AppWrapper,
RayCluster,
AppWrapperStatus,
RayClusterStatus,
CodeFlareClusterStatus,
)
from codeflare_sdk.job.jobs import (
JobDefinition,
Job,
DDPJobDefinition,
DDPJob,
)
from codeflare_sdk.utils.generate_cert import (
generate_ca_cert,
generate_tls_cert,
export_env,
)
from unit_test_support import (
createClusterWithConfig,
createTestDDP,
createDDPJob_no_cluster,
createClusterConfig,
createDDPJob_with_cluster,
)
import codeflare_sdk.utils.kube_api_helpers
from codeflare_sdk.utils.generate_yaml import (
gen_names,
is_openshift_cluster,
read_template,
enable_local_interactive,
)
import openshift
from openshift.selector import Selector
import ray
from torchx.specs import AppDryRunInfo, AppDef
from torchx.runner import get_runner, Runner
from torchx.schedulers.ray_scheduler import RayJob
from torchx.schedulers.kubernetes_mcad_scheduler import KubernetesMCADJob
import pytest
import yaml
from unittest.mock import MagicMock
from pytest_mock import MockerFixture
from ray.job_submission import JobSubmissionClient
# For mocking openshift client results
fake_res = openshift.Result("fake")
def arg_side_effect(*args):
fake_res.high_level_operation = args
return fake_res
def att_side_effect(self):
return self.high_level_operation
def test_token_auth_creation():
try:
token_auth = TokenAuthentication(token="token", server="server")
assert token_auth.token == "token"
assert token_auth.server == "server"
assert token_auth.skip_tls == False
assert token_auth.ca_cert_path == None
token_auth = TokenAuthentication(token="token", server="server", skip_tls=True)
assert token_auth.token == "token"
assert token_auth.server == "server"
assert token_auth.skip_tls == True
assert token_auth.ca_cert_path == None
token_auth = TokenAuthentication(token="token", server="server", skip_tls=False)
assert token_auth.token == "token"
assert token_auth.server == "server"
assert token_auth.skip_tls == False
assert token_auth.ca_cert_path == None
token_auth = TokenAuthentication(
token="token", server="server", skip_tls=False, ca_cert_path="path/to/cert"
)
assert token_auth.token == "token"
assert token_auth.server == "server"
assert token_auth.skip_tls == False
assert token_auth.ca_cert_path == "path/to/cert"
except Exception:
assert 0 == 1
def test_token_auth_login_logout(mocker):
mocker.patch.object(client, "ApiClient")
token_auth = TokenAuthentication(
token="testtoken", server="testserver:6443", skip_tls=False, ca_cert_path=None
)
assert token_auth.login() == ("Logged into testserver:6443")
assert token_auth.logout() == ("Successfully logged out of testserver:6443")
def test_token_auth_login_tls(mocker):
mocker.patch.object(client, "ApiClient")
token_auth = TokenAuthentication(
token="testtoken", server="testserver:6443", skip_tls=True, ca_cert_path=None
)
assert token_auth.login() == ("Logged into testserver:6443")
token_auth = TokenAuthentication(
token="testtoken", server="testserver:6443", skip_tls=False, ca_cert_path=None
)
assert token_auth.login() == ("Logged into testserver:6443")
token_auth = TokenAuthentication(
token="testtoken",
server="testserver:6443",
skip_tls=False,
ca_cert_path="path/to/cert",
)
assert token_auth.login() == ("Logged into testserver:6443")
def test_config_check_no_config_file(mocker):
mocker.patch("os.path.expanduser", return_value="/mock/home/directory")
mocker.patch("os.path.isfile", return_value=False)
mocker.patch("codeflare_sdk.cluster.auth.config_path", None)
mocker.patch("codeflare_sdk.cluster.auth.api_client", None)
with pytest.raises(PermissionError) as e:
config_check()
def test_config_check_with_incluster_config(mocker):
mocker.patch("os.path.expanduser", return_value="/mock/home/directory")
mocker.patch("os.path.isfile", return_value=False)
mocker.patch.dict(os.environ, {"KUBERNETES_PORT": "number"})
mocker.patch("kubernetes.config.load_incluster_config", side_effect=None)
mocker.patch("codeflare_sdk.cluster.auth.config_path", None)
mocker.patch("codeflare_sdk.cluster.auth.api_client", None)
result = config_check()
assert result == None
def test_config_check_with_existing_config_file(mocker):
mocker.patch("os.path.expanduser", return_value="/mock/home/directory")
mocker.patch("os.path.isfile", return_value=True)
mocker.patch("kubernetes.config.load_kube_config", side_effect=None)
mocker.patch("codeflare_sdk.cluster.auth.config_path", None)
mocker.patch("codeflare_sdk.cluster.auth.api_client", None)
result = config_check()
assert result == None
def test_config_check_with_config_path_and_no_api_client(mocker):
mocker.patch("codeflare_sdk.cluster.auth.config_path", "/mock/config/path")
mocker.patch("codeflare_sdk.cluster.auth.api_client", None)
result = config_check()
assert result == "/mock/config/path"
def test_load_kube_config(mocker):
mocker.patch.object(config, "load_kube_config")
kube_config_auth = KubeConfigFileAuthentication(
kube_config_path="/path/to/your/config"
)
response = kube_config_auth.load_kube_config()
assert (
response
== "Loaded user config file at path %s" % kube_config_auth.kube_config_path
)
kube_config_auth = KubeConfigFileAuthentication(kube_config_path=None)
response = kube_config_auth.load_kube_config()
assert response == "Please specify a config file path"
def test_auth_coverage():
abstract = Authentication()
abstract.login()
abstract.logout()
def test_config_creation():
config = createClusterConfig()
assert config.name == "unit-test-cluster" and config.namespace == "ns"
assert config.num_workers == 2
assert config.min_cpus == 3 and config.max_cpus == 4
assert config.min_memory == 5 and config.max_memory == 6
assert config.num_gpus == 7
assert config.image == "quay.io/project-codeflare/ray:latest-py39-cu118"
assert config.template == f"{parent}/src/codeflare_sdk/templates/base-template.yaml"
assert config.instascale
assert config.machine_types == ["cpu.small", "gpu.large"]
assert config.image_pull_secrets == ["unit-test-pull-secret"]
assert config.dispatch_priority == None
assert config.mcad == True
assert config.local_interactive == False
def test_cluster_creation(mocker):
cluster = createClusterWithConfig(mocker)
assert cluster.app_wrapper_yaml == f"{aw_dir}unit-test-cluster.yaml"
assert cluster.app_wrapper_name == "unit-test-cluster"
assert filecmp.cmp(
f"{aw_dir}unit-test-cluster.yaml",
f"{parent}/tests/test-case.yaml",
shallow=True,
)
def test_create_app_wrapper_raises_error_with_no_image():
config = createClusterConfig()
config.image = "" # Clear the image to test error handling
try:
cluster = Cluster(config)
cluster.create_app_wrapper()
assert False, "Expected ValueError when 'image' is not specified."
except ValueError as error:
assert (
str(error) == "Image must be specified in the ClusterConfiguration"
), "Error message did not match expected output."
def test_cluster_creation_no_mcad(mocker):
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
return_value={"spec": {"domain": "apps.cluster.awsroute.org"}},
)
config = createClusterConfig()
config.name = "unit-test-cluster-ray"
config.mcad = False
cluster = Cluster(config)
assert cluster.app_wrapper_yaml == f"{aw_dir}unit-test-cluster-ray.yaml"
assert cluster.app_wrapper_name == "unit-test-cluster-ray"
assert filecmp.cmp(
f"{aw_dir}unit-test-cluster-ray.yaml",
f"{parent}/tests/test-case-no-mcad.yamls",
shallow=True,
)
def test_cluster_creation_priority(mocker):
mocker.patch("kubernetes.config.load_kube_config", return_value="ignore")
mocker.patch(
"kubernetes.client.CustomObjectsApi.list_cluster_custom_object",
return_value={"items": [{"metadata": {"name": "default"}, "value": 10}]},
)
config = createClusterConfig()
config.name = "prio-test-cluster"
config.dispatch_priority = "default"
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
return_value={"spec": {"domain": "apps.cluster.awsroute.org"}},
)
cluster = Cluster(config)
assert cluster.app_wrapper_yaml == f"{aw_dir}prio-test-cluster.yaml"
assert cluster.app_wrapper_name == "prio-test-cluster"
assert filecmp.cmp(
f"{aw_dir}prio-test-cluster.yaml",
f"{parent}/tests/test-case-prio.yaml",
shallow=True,
)
def test_default_cluster_creation(mocker):
mocker.patch(
"codeflare_sdk.cluster.cluster.get_current_namespace",
return_value="opendatahub",
)
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
return_value={"spec": {"domain": ""}},
)
default_config = ClusterConfiguration(
name="unit-test-default-cluster",
image="quay.io/project-codeflare/ray:latest-py39-cu118",
)
cluster = Cluster(default_config)
assert cluster.app_wrapper_yaml == f"{aw_dir}unit-test-default-cluster.yaml"
assert cluster.app_wrapper_name == "unit-test-default-cluster"
assert cluster.config.namespace == "opendatahub"
def test_gen_names_with_name(mocker):
mocker.patch.object(
uuid, "uuid4", return_value=uuid.UUID("00000000-0000-0000-0000-000000000001")
)
name = "myname"
appwrapper_name, cluster_name = gen_names(name)
assert appwrapper_name == name
assert cluster_name == name
def test_gen_names_without_name(mocker):
mocker.patch.object(
uuid, "uuid4", return_value=uuid.UUID("00000000-0000-0000-0000-000000000001")
)
appwrapper_name, cluster_name = gen_names(None)
assert appwrapper_name.startswith("appwrapper-")
assert cluster_name.startswith("cluster-")
def arg_check_apply_effect(group, version, namespace, plural, body, *args):
assert namespace == "ns"
assert args == tuple()
if plural == "appwrappers":
assert group == "workload.codeflare.dev"
assert version == "v1beta1"
with open(f"{aw_dir}unit-test-cluster.yaml") as f:
aw = yaml.load(f, Loader=yaml.FullLoader)
assert body == aw
elif plural == "rayclusters":
assert group == "ray.io"
assert version == "v1alpha1"
with open(f"{aw_dir}unit-test-cluster-ray.yaml") as f:
yamls = yaml.load_all(f, Loader=yaml.FullLoader)
for resource in yamls:
if resource["kind"] == "RayCluster":
assert body == resource
elif plural == "routes":
assert group == "route.openshift.io"
assert version == "v1"
with open(f"{aw_dir}unit-test-cluster-ray.yaml") as f:
yamls = yaml.load_all(f, Loader=yaml.FullLoader)
for resource in yamls:
if resource["kind"] == "Route":
assert body == resource
else:
assert 1 == 0
def arg_check_del_effect(group, version, namespace, plural, name, *args):
assert namespace == "ns"
assert args == tuple()
if plural == "appwrappers":
assert group == "workload.codeflare.dev"
assert version == "v1beta1"
assert name == "unit-test-cluster"
elif plural == "rayclusters":
assert group == "ray.io"
assert version == "v1alpha1"
assert name == "unit-test-cluster-ray"
elif plural == "routes":
assert group == "route.openshift.io"
assert version == "v1"
assert name == "ray-dashboard-unit-test-cluster-ray"
def test_cluster_up_down(mocker):
mocker.patch("kubernetes.config.load_kube_config", return_value="ignore")
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
return_value={"spec": {"domain": ""}},
)
mocker.patch(
"kubernetes.client.CustomObjectsApi.create_namespaced_custom_object",
side_effect=arg_check_apply_effect,
)
mocker.patch(
"kubernetes.client.CustomObjectsApi.delete_namespaced_custom_object",
side_effect=arg_check_del_effect,
)
mocker.patch(
"kubernetes.client.CustomObjectsApi.list_cluster_custom_object",
return_value={"items": []},
)
cluster = cluster = createClusterWithConfig(mocker)
cluster.up()
cluster.down()
def test_cluster_up_down_no_mcad(mocker):
mocker.patch("kubernetes.config.load_kube_config", return_value="ignore")
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
return_value={"spec": {"domain": "apps.cluster.awsroute.org"}},
)
mocker.patch(
"kubernetes.client.CustomObjectsApi.create_namespaced_custom_object",
side_effect=arg_check_apply_effect,
)
mocker.patch(
"kubernetes.client.CustomObjectsApi.delete_namespaced_custom_object",
side_effect=arg_check_del_effect,
)
mocker.patch(
"kubernetes.client.CustomObjectsApi.list_cluster_custom_object",
return_value={"items": []},
)
config = createClusterConfig()
config.name = "unit-test-cluster-ray"
config.mcad = False
cluster = Cluster(config)
cluster.up()
cluster.down()
def arg_check_list_effect(group, version, plural, name, *args):
assert group == "config.openshift.io"
assert version == "v1"
assert plural == "ingresses"
assert name == "cluster"
assert args == tuple()
return {"spec": {"domain": "test"}}
"""
def test_get_ingress_domain(self, mocker):
mocker.patch("kubernetes.config.load_kube_config", return_value="ignore")
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
side_effect=arg_check_list_effect,
)
domain = _get_ingress_domain(self)
assert domain == "test"
"""
def aw_status_fields(group, version, namespace, plural, *args):
assert group == "workload.codeflare.dev"
assert version == "v1beta1"
assert namespace == "test-ns"
assert plural == "appwrappers"
assert args == tuple()
return {"items": []}
def test_aw_status(mocker):
mocker.patch("kubernetes.config.load_kube_config", return_value="ignore")
mocker.patch(
"kubernetes.client.CustomObjectsApi.list_namespaced_custom_object",
side_effect=aw_status_fields,
)
aw = _app_wrapper_status("test-aw", "test-ns")
assert aw == None
def rc_status_fields(group, version, namespace, plural, *args):
assert group == "ray.io"
assert version == "v1alpha1"
assert namespace == "test-ns"
assert plural == "rayclusters"
assert args == tuple()
return {"items": []}
def test_rc_status(mocker):
mocker.patch("kubernetes.config.load_kube_config", return_value="ignore")
mocker.patch(
"kubernetes.client.CustomObjectsApi.list_namespaced_custom_object",
side_effect=rc_status_fields,
)
rc = _ray_cluster_status("test-rc", "test-ns")
assert rc == None
def test_delete_openshift_oauth_objects(mocker):
mocker.patch.object(client.CoreV1Api, "delete_namespaced_service_account")
mocker.patch.object(client.CoreV1Api, "delete_namespaced_service")
mocker.patch.object(client.NetworkingV1Api, "delete_namespaced_ingress")
mocker.patch.object(client.RbacAuthorizationV1Api, "delete_cluster_role_binding")
delete_openshift_oauth_objects("test-cluster", "test-namespace")
client.CoreV1Api.delete_namespaced_service_account.assert_called_with(
name="test-cluster-oauth-proxy", namespace="test-namespace"
)
client.CoreV1Api.delete_namespaced_service.assert_called_with(
name="test-cluster-oauth", namespace="test-namespace"
)
client.NetworkingV1Api.delete_namespaced_ingress.assert_called_with(
name="test-cluster-ingress", namespace="test-namespace"
)
client.RbacAuthorizationV1Api.delete_cluster_role_binding.assert_called_with(
name="test-cluster-rb"
)
def test_cluster_uris(mocker):
mocker.patch("kubernetes.config.load_kube_config", return_value="ignore")
mocker.patch(
"codeflare_sdk.cluster.cluster._get_ingress_domain",
return_value="apps.cluster.awsroute.org",
)
cluster = cluster = createClusterWithConfig(mocker)
mocker.patch(
"kubernetes.client.NetworkingV1Api.list_namespaced_ingress",
return_value=ingress_retrieval(
port=8265, annotations={"route.openshift.io/termination": "passthrough"}
),
)
assert (
cluster.cluster_dashboard_uri()
== "https://ray-dashboard-unit-test-cluster-ns.apps.cluster.awsroute.org"
)
mocker.patch(
"kubernetes.client.NetworkingV1Api.list_namespaced_ingress",
return_value=ingress_retrieval(port=8265),
)
assert cluster.cluster_uri() == "ray://unit-test-cluster-head-svc.ns.svc:10001"
assert (
cluster.cluster_dashboard_uri()
== "http://ray-dashboard-unit-test-cluster-ns.apps.cluster.awsroute.org"
)
cluster.config.name = "fake"
mocker.patch(
"kubernetes.client.NetworkingV1Api.list_namespaced_ingress",
)
assert (
cluster.cluster_dashboard_uri()
== "Dashboard ingress not available yet, have you run cluster.up()?"
)
def test_local_client_url(mocker):
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
return_value={"spec": {"domain": ""}},
)
mocker.patch(
"codeflare_sdk.cluster.cluster._get_ingress_domain",
return_value="rayclient-unit-test-cluster-localinter-ns.apps.cluster.awsroute.org",
)
mocker.patch(
"codeflare_sdk.cluster.cluster.Cluster.create_app_wrapper",
return_value="unit-test-cluster-localinter.yaml",
)
cluster_config = ClusterConfiguration(
name="unit-test-cluster-localinter", namespace="ns", local_interactive=True
)
cluster = Cluster(cluster_config)
assert (
cluster.local_client_url()
== "ray://rayclient-unit-test-cluster-localinter-ns.apps.cluster.awsroute.org"
)
def ray_addr(self, *args):
return self._address
def ingress_retrieval(port, annotations=None):
if port == 10001:
serviceName = "client"
else:
serviceName = "dashboard"
mock_ingress = client.V1Ingress(
metadata=client.V1ObjectMeta(
name=f"ray-{serviceName}-unit-test-cluster", annotations=annotations
),
spec=client.V1IngressSpec(
rules=[
client.V1IngressRule(
host=f"ray-{serviceName}-unit-test-cluster-ns.apps.cluster.awsroute.org",
http=client.V1HTTPIngressRuleValue(
paths=[
client.V1HTTPIngressPath(
path_type="Prefix",
path="/",
backend=client.V1IngressBackend(
service=client.V1IngressServiceBackend(
name="head-svc-test",
port=client.V1ServiceBackendPort(number=port),
)
),
)
]
),
)
],
),
)
mock_ingress_list = client.V1IngressList(items=[mock_ingress])
return mock_ingress_list
def test_ray_job_wrapping(mocker):
cluster = cluster = createClusterWithConfig(mocker)
cluster.config.image = "quay.io/project-codeflare/ray:latest-py39-cu118"
mocker.patch(
"ray.job_submission.JobSubmissionClient._check_connection_and_version_with_url",
return_value="None",
)
mock_res = mocker.patch.object(
ray.job_submission.JobSubmissionClient, "list_jobs", autospec=True
)
mock_res.side_effect = ray_addr
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
return_value={"spec": {"domain": ""}},
)
mocker.patch(
"kubernetes.client.NetworkingV1Api.list_namespaced_ingress",
return_value=ingress_retrieval(8265),
)
assert cluster.list_jobs() == cluster.cluster_dashboard_uri()
mock_res = mocker.patch.object(
ray.job_submission.JobSubmissionClient, "get_job_status", autospec=True
)
mock_res.side_effect = ray_addr
assert cluster.job_status("fake_id") == cluster.cluster_dashboard_uri()
mock_res = mocker.patch.object(
ray.job_submission.JobSubmissionClient, "get_job_logs", autospec=True
)
mock_res.side_effect = ray_addr
assert cluster.job_logs("fake_id") == cluster.cluster_dashboard_uri()
def test_print_no_resources(capsys):
try:
print_no_resources_found()
except:
assert 1 == 0
captured = capsys.readouterr()
assert captured.out == (
"╭──────────────────────────────────────────────────────────────────────────────╮\n"
"│ No resources found, have you run cluster.up() yet? │\n"
"╰──────────────────────────────────────────────────────────────────────────────╯\n"
)
def test_print_no_cluster(capsys):
try:
print_cluster_status(None)
except:
assert 1 == 0
captured = capsys.readouterr()
assert captured.out == (
"╭──────────────────────────────────────────────────────────────────────────────╮\n"
"│ No resources found, have you run cluster.up() yet? │\n"
"╰──────────────────────────────────────────────────────────────────────────────╯\n"
)
def test_print_appwrappers(capsys):
aw1 = AppWrapper(
name="awtest1",
status=AppWrapperStatus.PENDING,
can_run=False,
job_state="queue-state",
)
aw2 = AppWrapper(
name="awtest2",
status=AppWrapperStatus.RUNNING,
can_run=False,
job_state="queue-state",
)
try:
print_app_wrappers_status([aw1, aw2])
except:
assert 1 == 0
captured = capsys.readouterr()
assert captured.out == (
"╭───────────────────────╮\n"
"│ 🚀 Cluster Queue │\n"
"│ Status 🚀 │\n"
"│ +---------+---------+ │\n"
"│ | Name | Status | │\n"
"│ +=========+=========+ │\n"
"│ | awtest1 | pending | │\n"
"│ | | | │\n"
"│ | awtest2 | running | │\n"
"│ | | | │\n"
"│ +---------+---------+ │\n"
"╰───────────────────────╯\n"
)
def test_ray_details(mocker, capsys):
mocker.patch(
"kubernetes.client.CustomObjectsApi.get_cluster_custom_object",
return_value={"spec": {"domain": ""}},
)
ray1 = RayCluster(
name="raytest1",
status=RayClusterStatus.READY,
workers=1,
worker_mem_min=2,
worker_mem_max=2,
worker_cpu=1,
worker_gpu=0,
namespace="ns",
dashboard="fake-uri",
head_cpus=2,
head_mem=8,
head_gpu=0,
)
mocker.patch(
"codeflare_sdk.cluster.cluster.Cluster.status",
return_value=(False, CodeFlareClusterStatus.UNKNOWN),
)
mocker.patch(
"codeflare_sdk.cluster.cluster.Cluster.cluster_dashboard_uri",
return_value="",
)
cf = Cluster(
ClusterConfiguration(
name="raytest2",
namespace="ns",
image="quay.io/project-codeflare/ray:latest-py39-cu118",
)
)
captured = capsys.readouterr()
ray2 = _copy_to_ray(cf)
details = cf.details()
assert details == ray2
assert ray2.name == "raytest2"
assert ray1.namespace == ray2.namespace
assert ray1.workers == ray2.workers
assert ray1.worker_mem_min == ray2.worker_mem_min
assert ray1.worker_mem_max == ray2.worker_mem_max
assert ray1.worker_cpu == ray2.worker_cpu
assert ray1.worker_gpu == ray2.worker_gpu
try:
print_clusters([ray1, ray2])
print_cluster_status(ray1)
print_cluster_status(ray2)
except:
assert 0 == 1
captured = capsys.readouterr()
assert captured.out == (
" 🚀 CodeFlare Cluster Details 🚀 \n"
" \n"
" ╭───────────────────────────────────────────────────────────────╮ \n"
" │ Name │ \n"
" │ raytest2 Inactive ❌ │ \n"
" │ │ \n"
" │ URI: ray://raytest2-head-svc.ns.svc:10001 │ \n"
" │ │ \n"
" │ Dashboard🔗 │ \n"
" │ │ \n"
" │ Cluster Resources │ \n"
" │ ╭── Workers ──╮ ╭───────── Worker specs(each) ─────────╮ │ \n"
" │ │ # Workers │ │ Memory CPU GPU │ │ \n"
" │ │ │ │ │ │ \n"
" │ │ 1 │ │ 2~2 1 0 │ │ \n"
" │ │ │ │ │ │ \n"
" │ ╰─────────────╯ ╰──────────────────────────────────────╯ │ \n"
" ╰───────────────────────────────────────────────────────────────╯ \n"
" 🚀 CodeFlare Cluster Details 🚀 \n"
" \n"
" ╭───────────────────────────────────────────────────────────────╮ \n"
" │ Name │ \n"
" │ raytest1 Active ✅ │ \n"
" │ │ \n"
" │ URI: ray://raytest1-head-svc.ns.svc:10001 │ \n"
" │ │ \n"
" │ Dashboard🔗 │ \n"
" │ │ \n"
" │ Cluster Resources │ \n"
" │ ╭── Workers ──╮ ╭───────── Worker specs(each) ─────────╮ │ \n"
" │ │ # Workers │ │ Memory CPU GPU │ │ \n"
" │ │ │ │ │ │ \n"
" │ │ 1 │ │ 2~2 1 0 │ │ \n"
" │ │ │ │ │ │ \n"
" │ ╰─────────────╯ ╰──────────────────────────────────────╯ │ \n"
" ╰───────────────────────────────────────────────────────────────╯ \n"
"╭───────────────────────────────────────────────────────────────╮\n"
"│ Name │\n"
"│ raytest2 Inactive ❌ │\n"
"│ │\n"
"│ URI: ray://raytest2-head-svc.ns.svc:10001 │\n"
"│ │\n"
"│ Dashboard🔗 │\n"
"│ │\n"
"│ Cluster Resources │\n"
"│ ╭── Workers ──╮ ╭───────── Worker specs(each) ─────────╮ │\n"
"│ │ # Workers │ │ Memory CPU GPU │ │\n"
"│ │ │ │ │ │\n"
"│ │ 1 │ │ 2~2 1 0 │ │\n"
"│ │ │ │ │ │\n"
"│ ╰─────────────╯ ╰──────────────────────────────────────╯ │\n"
"╰───────────────────────────────────────────────────────────────╯\n"
" 🚀 CodeFlare Cluster Status 🚀 \n"
" \n"
" ╭──────────────────────────────────────────────────────────╮ \n"
" │ Name │ \n"
" │ raytest1 Active ✅ │ \n"
" │ │ \n"
" │ URI: ray://raytest1-head-svc.ns.svc:10001 │ \n"
" │ │ \n"
" │ Dashboard🔗 │ \n"
" │ │ \n"
" ╰──────────────────────────────────────────────────────────╯ \n"
" 🚀 CodeFlare Cluster Status 🚀 \n"
" \n"
" ╭────────────────────────────────────────────────────────────╮ \n"
" │ Name │ \n"
" │ raytest2 Inactive ❌ │ \n"
" │ │ \n"
" │ URI: ray://raytest2-head-svc.ns.svc:10001 │ \n"
" │ │ \n"
" │ Dashboard🔗 │ \n"
" │ │ \n"
" ╰────────────────────────────────────────────────────────────╯ \n"
)
def act_side_effect_list(self):
print([self])
self.out = str(self.high_level_operation)
return [self]
def get_obj_none(group, version, namespace, plural):
return {"items": []}
def get_ray_obj(group, version, namespace, plural, cls=None):
api_obj = {
"items": [
{
"apiVersion": "ray.io/v1alpha1",
"kind": "RayCluster",
"metadata": {
"creationTimestamp": "2023-02-22T16:26:07Z",
"generation": 1,
"labels": {
"workload.codeflare.dev/appwrapper": "quicktest",
"controller-tools.k8s.io": "1.0",
"resourceName": "quicktest",
"orderedinstance": "m4.xlarge_g4dn.xlarge",
},
"managedFields": [
{
"apiVersion": "ray.io/v1alpha1",
"fieldsType": "FieldsV1",
"fieldsV1": {
"f:metadata": {
"f:labels": {
".": {},
"f:workload.codeflare.dev/appwrapper": {},
"f:controller-tools.k8s.io": {},
"f:resourceName": {},
},
"f:ownerReferences": {
".": {},
'k:{"uid":"6334fc1b-471e-4876-8e7b-0b2277679235"}': {},
},
},
"f:spec": {
".": {},
"f:autoscalerOptions": {
".": {},
"f:idleTimeoutSeconds": {},
"f:imagePullPolicy": {},
"f:resources": {
".": {},
"f:limits": {
".": {},
"f:cpu": {},
"f:memory": {},
},
"f:requests": {
".": {},
"f:cpu": {},
"f:memory": {},
},
},
"f:upscalingMode": {},
},
"f:enableInTreeAutoscaling": {},
"f:headGroupSpec": {
".": {},
"f:rayStartParams": {
".": {},
"f:block": {},
"f:dashboard-host": {},
"f:num-gpus": {},
},
"f:serviceType": {},
"f:template": {
".": {},
"f:spec": {".": {}, "f:containers": {}},
},
},
"f:rayVersion": {},
"f:workerGroupSpecs": {},
},
},
"manager": "mcad-controller",
"operation": "Update",
"time": "2023-02-22T16:26:07Z",
},
{
"apiVersion": "ray.io/v1alpha1",
"fieldsType": "FieldsV1",
"fieldsV1": {
"f:status": {
".": {},
"f:availableWorkerReplicas": {},
"f:desiredWorkerReplicas": {},
"f:endpoints": {
".": {},
"f:client": {},
"f:dashboard": {},
"f:gcs": {},
},
"f:lastUpdateTime": {},
"f:maxWorkerReplicas": {},
"f:minWorkerReplicas": {},
"f:state": {},
}
},
"manager": "manager",
"operation": "Update",
"subresource": "status",
"time": "2023-02-22T16:26:16Z",
},
],
"name": "quicktest",
"namespace": "ns",
"ownerReferences": [
{
"apiVersion": "workload.codeflare.dev/v1beta1",
"blockOwnerDeletion": True,
"controller": True,
"kind": "AppWrapper",
"name": "quicktest",
"uid": "6334fc1b-471e-4876-8e7b-0b2277679235",
}
],
"resourceVersion": "9482407",
"uid": "44d45d1f-26c8-43e7-841f-831dbd8c1285",
},
"spec": {
"autoscalerOptions": {
"idleTimeoutSeconds": 60,
"imagePullPolicy": "Always",
"resources": {
"limits": {"cpu": "500m", "memory": "512Mi"},
"requests": {"cpu": "500m", "memory": "512Mi"},
},
"upscalingMode": "Default",