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test_kubernetes_pod_operator.py
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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.
import json
import logging
import os
import random
import shutil
import sys
import textwrap
import unittest
from unittest import mock
from unittest.mock import ANY, MagicMock
import pendulum
import pytest
from kubernetes.client import models as k8s
from kubernetes.client.api_client import ApiClient
from kubernetes.client.rest import ApiException
from airflow.exceptions import AirflowException
from airflow.kubernetes import kube_client
from airflow.kubernetes.secret import Secret
from airflow.models import DAG, XCOM_RETURN_KEY, DagRun, TaskInstance
from airflow.providers.cncf.kubernetes.operators.kubernetes_pod import KubernetesPodOperator
from airflow.providers.cncf.kubernetes.utils.pod_manager import PodManager
from airflow.providers.cncf.kubernetes.utils.xcom_sidecar import PodDefaults
from airflow.utils import timezone
from airflow.version import version as airflow_version
def create_context(task):
dag = DAG(dag_id="dag")
tzinfo = pendulum.timezone("Europe/Amsterdam")
execution_date = timezone.datetime(2016, 1, 1, 1, 0, 0, tzinfo=tzinfo)
dag_run = DagRun(dag_id=dag.dag_id, execution_date=execution_date)
task_instance = TaskInstance(task=task)
task_instance.dag_run = dag_run
task_instance.xcom_push = mock.Mock()
return {
"dag": dag,
"ts": execution_date.isoformat(),
"task": task,
"ti": task_instance,
"task_instance": task_instance,
}
def get_kubeconfig_path():
kubeconfig_path = os.environ.get('KUBECONFIG')
return kubeconfig_path if kubeconfig_path else os.path.expanduser('~/.kube/config')
class TestKubernetesPodOperatorSystem(unittest.TestCase):
def get_current_task_name(self):
# reverse test name to make pod name unique (it has limited length)
return "_" + unittest.TestCase.id(self).replace(".", "_")[::-1]
def setUp(self):
self.maxDiff = None
self.api_client = ApiClient()
self.expected_pod = {
'apiVersion': 'v1',
'kind': 'Pod',
'metadata': {
'namespace': 'default',
'name': ANY,
'annotations': {},
'labels': {
'foo': 'bar',
'kubernetes_pod_operator': 'True',
'airflow_version': airflow_version.replace('+', '-'),
'execution_date': '2016-01-01T0100000100-a2f50a31f',
'dag_id': 'dag',
'task_id': ANY,
'try_number': '1',
},
},
'spec': {
'affinity': {},
'containers': [
{
'image': 'ubuntu:16.04',
'args': ["echo 10"],
'command': ["bash", "-cx"],
'env': [],
'envFrom': [],
'resources': {},
'name': 'base',
'ports': [],
'volumeMounts': [],
}
],
'hostNetwork': False,
'imagePullSecrets': [],
'initContainers': [],
'nodeSelector': {},
'restartPolicy': 'Never',
'securityContext': {},
'tolerations': [],
'volumes': [],
},
}
def tearDown(self) -> None:
client = kube_client.get_kube_client(in_cluster=False)
client.delete_collection_namespaced_pod(namespace="default")
import time
time.sleep(1)
def test_do_xcom_push_defaults_false(self):
new_config_path = '/tmp/kube_config'
old_config_path = get_kubeconfig_path()
shutil.copy(old_config_path, new_config_path)
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
config_file=new_config_path,
)
assert not k.do_xcom_push
def test_config_path_move(self):
new_config_path = '/tmp/kube_config'
old_config_path = get_kubeconfig_path()
shutil.copy(old_config_path, new_config_path)
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test1",
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
is_delete_operator_pod=False,
config_file=new_config_path,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
assert self.expected_pod == actual_pod
def test_working_pod(self):
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
assert self.expected_pod['spec'] == actual_pod['spec']
assert self.expected_pod['metadata']['labels'] == actual_pod['metadata']['labels']
def test_delete_operator_pod(self):
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
is_delete_operator_pod=True,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
assert self.expected_pod['spec'] == actual_pod['spec']
assert self.expected_pod['metadata']['labels'] == actual_pod['metadata']['labels']
def test_pod_hostnetwork(self):
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
hostnetwork=True,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['hostNetwork'] = True
assert self.expected_pod['spec'] == actual_pod['spec']
assert self.expected_pod['metadata']['labels'] == actual_pod['metadata']['labels']
def test_pod_dnspolicy(self):
dns_policy = "ClusterFirstWithHostNet"
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
hostnetwork=True,
dnspolicy=dns_policy,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['hostNetwork'] = True
self.expected_pod['spec']['dnsPolicy'] = dns_policy
assert self.expected_pod['spec'] == actual_pod['spec']
assert self.expected_pod['metadata']['labels'] == actual_pod['metadata']['labels']
def test_pod_schedulername(self):
scheduler_name = "default-scheduler"
k = KubernetesPodOperator(
namespace="default",
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
schedulername=scheduler_name,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['schedulerName'] = scheduler_name
assert self.expected_pod == actual_pod
def test_pod_node_selectors(self):
node_selectors = {'beta.kubernetes.io/os': 'linux'}
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
node_selectors=node_selectors,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['nodeSelector'] = node_selectors
assert self.expected_pod == actual_pod
def test_pod_resources(self):
resources = k8s.V1ResourceRequirements(
requests={'memory': '64Mi', 'cpu': '250m', 'ephemeral-storage': '1Gi'},
limits={'memory': '64Mi', 'cpu': 0.25, 'nvidia.com/gpu': None, 'ephemeral-storage': '2Gi'},
)
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
resources=resources,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['containers'][0]['resources'] = {
'requests': {'memory': '64Mi', 'cpu': '250m', 'ephemeral-storage': '1Gi'},
'limits': {'memory': '64Mi', 'cpu': 0.25, 'nvidia.com/gpu': None, 'ephemeral-storage': '2Gi'},
}
assert self.expected_pod == actual_pod
def test_pod_affinity(self):
affinity = {
'nodeAffinity': {
'requiredDuringSchedulingIgnoredDuringExecution': {
'nodeSelectorTerms': [
{
'matchExpressions': [
{'key': 'beta.kubernetes.io/os', 'operator': 'In', 'values': ['linux']}
]
}
]
}
}
}
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
affinity=affinity,
)
context = create_context(k)
k.execute(context=context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['affinity'] = affinity
assert self.expected_pod == actual_pod
def test_port(self):
port = k8s.V1ContainerPort(
name='http',
container_port=80,
)
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
ports=[port],
)
context = create_context(k)
k.execute(context=context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['containers'][0]['ports'] = [{'name': 'http', 'containerPort': 80}]
assert self.expected_pod == actual_pod
def test_volume_mount(self):
with mock.patch.object(PodManager, 'log') as mock_logger:
volume_mount = k8s.V1VolumeMount(
name='test-volume', mount_path='/tmp/test_volume', sub_path=None, read_only=False
)
volume = k8s.V1Volume(
name='test-volume',
persistent_volume_claim=k8s.V1PersistentVolumeClaimVolumeSource(claim_name='test-volume'),
)
args = [
"echo \"retrieved from mount\" > /tmp/test_volume/test.txt "
"&& cat /tmp/test_volume/test.txt"
]
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=args,
labels={"foo": "bar"},
volume_mounts=[volume_mount],
volumes=[volume],
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
)
context = create_context(k)
k.execute(context=context)
mock_logger.info.assert_any_call('retrieved from mount')
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['containers'][0]['args'] = args
self.expected_pod['spec']['containers'][0]['volumeMounts'] = [
{'name': 'test-volume', 'mountPath': '/tmp/test_volume', 'readOnly': False}
]
self.expected_pod['spec']['volumes'] = [
{'name': 'test-volume', 'persistentVolumeClaim': {'claimName': 'test-volume'}}
]
assert self.expected_pod == actual_pod
def test_run_as_user_root(self):
security_context = {
'securityContext': {
'runAsUser': 0,
}
}
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
security_context=security_context,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['securityContext'] = security_context
assert self.expected_pod == actual_pod
def test_run_as_user_non_root(self):
security_context = {
'securityContext': {
'runAsUser': 1000,
}
}
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
security_context=security_context,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['securityContext'] = security_context
assert self.expected_pod == actual_pod
def test_fs_group(self):
security_context = {
'securityContext': {
'fsGroup': 1000,
}
}
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-fs-group",
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
security_context=security_context,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['securityContext'] = security_context
assert self.expected_pod == actual_pod
def test_faulty_image(self):
bad_image_name = "foobar"
k = KubernetesPodOperator(
namespace='default',
image=bad_image_name,
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
startup_timeout_seconds=5,
)
with pytest.raises(AirflowException):
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['containers'][0]['image'] = bad_image_name
assert self.expected_pod == actual_pod
def test_faulty_service_account(self):
bad_service_account_name = "foobar"
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
startup_timeout_seconds=5,
service_account_name=bad_service_account_name,
)
context = create_context(k)
pod = k.build_pod_request_obj(context)
with pytest.raises(ApiException, match="error looking up service account default/foobar"):
k.get_or_create_pod(pod, context)
def test_pod_failure(self):
"""
Tests that the task fails when a pod reports a failure
"""
bad_internal_command = ["foobar 10 "]
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=bad_internal_command,
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
)
with pytest.raises(AirflowException):
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['containers'][0]['args'] = bad_internal_command
assert self.expected_pod == actual_pod
@mock.patch("airflow.models.taskinstance.TaskInstance.xcom_push")
def test_xcom_push(self, xcom_push):
return_value = '{"foo": "bar"\n, "buzz": 2}'
args = [f'echo \'{return_value}\' > /airflow/xcom/return.json']
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=args,
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=True,
)
context = create_context(k)
k.execute(context)
assert xcom_push.called_once_with(key=XCOM_RETURN_KEY, value=json.loads(return_value))
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
volume = self.api_client.sanitize_for_serialization(PodDefaults.VOLUME)
volume_mount = self.api_client.sanitize_for_serialization(PodDefaults.VOLUME_MOUNT)
container = self.api_client.sanitize_for_serialization(PodDefaults.SIDECAR_CONTAINER)
self.expected_pod['spec']['containers'][0]['args'] = args
self.expected_pod['spec']['containers'][0]['volumeMounts'].insert(0, volume_mount)
self.expected_pod['spec']['volumes'].insert(0, volume)
self.expected_pod['spec']['containers'].append(container)
assert self.expected_pod == actual_pod
@mock.patch("airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.create_pod")
@mock.patch("airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.await_pod_completion")
@mock.patch("airflow.kubernetes.kube_client.get_kube_client")
def test_envs_from_secrets(self, mock_client, await_pod_completion_mock, create_pod):
# GIVEN
secret_ref = 'secret_name'
secrets = [Secret('env', None, secret_ref)]
# WHEN
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
secrets=secrets,
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
)
# THEN
await_pod_completion_mock.return_value = None
context = create_context(k)
with pytest.raises(AirflowException):
k.execute(context)
assert create_pod.call_args[1]['pod'].spec.containers[0].env_from == [
k8s.V1EnvFromSource(secret_ref=k8s.V1SecretEnvSource(name=secret_ref))
]
def test_env_vars(self):
# WHEN
env_vars = [
k8s.V1EnvVar(name="ENV1", value="val1"),
k8s.V1EnvVar(name="ENV2", value="val2"),
k8s.V1EnvVar(
name="ENV3",
value_from=k8s.V1EnvVarSource(field_ref=k8s.V1ObjectFieldSelector(field_path="status.podIP")),
),
]
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
env_vars=env_vars,
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
)
# THEN
context = create_context(k)
actual_pod = self.api_client.sanitize_for_serialization(k.build_pod_request_obj(context))
self.expected_pod['spec']['containers'][0]['env'] = [
{'name': 'ENV1', 'value': 'val1'},
{'name': 'ENV2', 'value': 'val2'},
{'name': 'ENV3', 'valueFrom': {'fieldRef': {'fieldPath': 'status.podIP'}}},
]
assert self.expected_pod == actual_pod
def test_pod_template_file_system(self):
fixture = sys.path[0] + '/tests/kubernetes/basic_pod.yaml'
k = KubernetesPodOperator(
task_id="task" + self.get_current_task_name(),
in_cluster=False,
pod_template_file=fixture,
do_xcom_push=True,
)
context = create_context(k)
result = k.execute(context)
assert result is not None
assert result == {"hello": "world"}
def test_pod_template_file_with_overrides_system(self):
fixture = sys.path[0] + '/tests/kubernetes/basic_pod.yaml'
k = KubernetesPodOperator(
task_id="task" + self.get_current_task_name(),
labels={"foo": "bar", "fizz": "buzz"},
env_vars=[k8s.V1EnvVar(name="env_name", value="value")],
in_cluster=False,
pod_template_file=fixture,
do_xcom_push=True,
)
context = create_context(k)
result = k.execute(context)
assert result is not None
assert k.pod.metadata.labels == {
'fizz': 'buzz',
'foo': 'bar',
'airflow_version': mock.ANY,
'dag_id': 'dag',
'execution_date': mock.ANY,
'kubernetes_pod_operator': 'True',
'task_id': mock.ANY,
'try_number': '1',
}
assert k.pod.spec.containers[0].env == [k8s.V1EnvVar(name="env_name", value="value")]
assert result == {"hello": "world"}
def test_pod_template_file_with_full_pod_spec(self):
fixture = sys.path[0] + '/tests/kubernetes/basic_pod.yaml'
pod_spec = k8s.V1Pod(
metadata=k8s.V1ObjectMeta(
labels={"foo": "bar", "fizz": "buzz"},
),
spec=k8s.V1PodSpec(
containers=[
k8s.V1Container(
name="base",
env=[k8s.V1EnvVar(name="env_name", value="value")],
)
]
),
)
k = KubernetesPodOperator(
task_id="task" + self.get_current_task_name(),
in_cluster=False,
pod_template_file=fixture,
full_pod_spec=pod_spec,
do_xcom_push=True,
)
context = create_context(k)
result = k.execute(context)
assert result is not None
assert k.pod.metadata.labels == {
'fizz': 'buzz',
'foo': 'bar',
'airflow_version': mock.ANY,
'dag_id': 'dag',
'execution_date': mock.ANY,
'kubernetes_pod_operator': 'True',
'task_id': mock.ANY,
'try_number': '1',
}
assert k.pod.spec.containers[0].env == [k8s.V1EnvVar(name="env_name", value="value")]
assert result == {"hello": "world"}
def test_full_pod_spec(self):
pod_spec = k8s.V1Pod(
metadata=k8s.V1ObjectMeta(
labels={"foo": "bar", "fizz": "buzz"}, namespace="default", name="test-pod"
),
spec=k8s.V1PodSpec(
containers=[
k8s.V1Container(
name="base",
image="perl",
command=["/bin/bash"],
args=["-c", 'echo {\\"hello\\" : \\"world\\"} | cat > /airflow/xcom/return.json'],
env=[k8s.V1EnvVar(name="env_name", value="value")],
)
],
restart_policy="Never",
),
)
k = KubernetesPodOperator(
task_id="task" + self.get_current_task_name(),
in_cluster=False,
full_pod_spec=pod_spec,
do_xcom_push=True,
is_delete_operator_pod=False,
)
context = create_context(k)
result = k.execute(context)
assert result is not None
assert k.pod.metadata.labels == {
'fizz': 'buzz',
'foo': 'bar',
'airflow_version': mock.ANY,
'dag_id': 'dag',
'execution_date': mock.ANY,
'kubernetes_pod_operator': 'True',
'task_id': mock.ANY,
'try_number': '1',
}
assert k.pod.spec.containers[0].env == [k8s.V1EnvVar(name="env_name", value="value")]
assert result == {"hello": "world"}
def test_init_container(self):
# GIVEN
volume_mounts = [
k8s.V1VolumeMount(mount_path='/etc/foo', name='test-volume', sub_path=None, read_only=True)
]
init_environments = [
k8s.V1EnvVar(name='key1', value='value1'),
k8s.V1EnvVar(name='key2', value='value2'),
]
init_container = k8s.V1Container(
name="init-container",
image="ubuntu:16.04",
env=init_environments,
volume_mounts=volume_mounts,
command=["bash", "-cx"],
args=["echo 10"],
)
volume = k8s.V1Volume(
name='test-volume',
persistent_volume_claim=k8s.V1PersistentVolumeClaimVolumeSource(claim_name='test-volume'),
)
expected_init_container = {
'name': 'init-container',
'image': 'ubuntu:16.04',
'command': ['bash', '-cx'],
'args': ['echo 10'],
'env': [{'name': 'key1', 'value': 'value1'}, {'name': 'key2', 'value': 'value2'}],
'volumeMounts': [{'mountPath': '/etc/foo', 'name': 'test-volume', 'readOnly': True}],
}
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
volumes=[volume],
init_containers=[init_container],
in_cluster=False,
do_xcom_push=False,
)
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['initContainers'] = [expected_init_container]
self.expected_pod['spec']['volumes'] = [
{'name': 'test-volume', 'persistentVolumeClaim': {'claimName': 'test-volume'}}
]
assert self.expected_pod == actual_pod
@mock.patch("airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.extract_xcom")
@mock.patch("airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.create_pod")
@mock.patch("airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.await_pod_completion")
@mock.patch("airflow.kubernetes.kube_client.get_kube_client")
def test_pod_template_file(self, mock_client, await_pod_completion_mock, create_mock, extract_xcom_mock):
extract_xcom_mock.return_value = '{}'
path = sys.path[0] + '/tests/kubernetes/pod.yaml'
k = KubernetesPodOperator(
task_id="task" + self.get_current_task_name(),
random_name_suffix=False,
pod_template_file=path,
do_xcom_push=True,
)
pod_mock = MagicMock()
pod_mock.status.phase = 'Succeeded'
await_pod_completion_mock.return_value = pod_mock
context = create_context(k)
with self.assertLogs(k.log, level=logging.DEBUG) as cm:
k.execute(context)
expected_line = textwrap.dedent(
"""\
DEBUG:airflow.task.operators:Starting pod:
api_version: v1
kind: Pod
metadata:
annotations: {}
cluster_name: null
creation_timestamp: null
deletion_grace_period_seconds: null\
"""
).strip()
assert any(line.startswith(expected_line) for line in cm.output)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
expected_dict = {
'apiVersion': 'v1',
'kind': 'Pod',
'metadata': {
'annotations': {},
'labels': {
'dag_id': 'dag',
'execution_date': mock.ANY,
'kubernetes_pod_operator': 'True',
'task_id': mock.ANY,
'try_number': '1',
},
'name': 'memory-demo',
'namespace': 'mem-example',
},
'spec': {
'affinity': {},
'containers': [
{
'args': ['--vm', '1', '--vm-bytes', '150M', '--vm-hang', '1'],
'command': ['stress'],
'env': [],
'envFrom': [],
'image': 'ghcr.io/apache/airflow-stress:1.0.4-2021.07.04',
'name': 'base',
'ports': [],
'resources': {'limits': {'memory': '200Mi'}, 'requests': {'memory': '100Mi'}},
'volumeMounts': [{'mountPath': '/airflow/xcom', 'name': 'xcom'}],
},
{
'command': ['sh', '-c', 'trap "exit 0" INT; while true; do sleep 1; done;'],
'image': 'alpine',
'name': 'airflow-xcom-sidecar',
'resources': {'requests': {'cpu': '1m'}},
'volumeMounts': [{'mountPath': '/airflow/xcom', 'name': 'xcom'}],
},
],
'hostNetwork': False,
'imagePullSecrets': [],
'initContainers': [],
'nodeSelector': {},
'restartPolicy': 'Never',
'securityContext': {},
'tolerations': [],
'volumes': [{'emptyDir': {}, 'name': 'xcom'}],
},
}
version = actual_pod['metadata']['labels']['airflow_version']
assert version.startswith(airflow_version)
del actual_pod['metadata']['labels']['airflow_version']
assert expected_dict == actual_pod
@mock.patch("airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.create_pod")
@mock.patch("airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.await_pod_completion")
@mock.patch("airflow.kubernetes.kube_client.get_kube_client")
def test_pod_priority_class_name(self, mock_client, await_pod_completion_mock, create_mock):
"""Test ability to assign priorityClassName to pod"""
priority_class_name = "medium-test"
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name="test-" + str(random.randint(0, 1000000)),
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
priority_class_name=priority_class_name,
)
pod_mock = MagicMock()
pod_mock.status.phase = 'Succeeded'
await_pod_completion_mock.return_value = pod_mock
context = create_context(k)
k.execute(context)
actual_pod = self.api_client.sanitize_for_serialization(k.pod)
self.expected_pod['spec']['priorityClassName'] = priority_class_name
assert self.expected_pod == actual_pod
def test_pod_name(self):
pod_name_too_long = "a" * 221
with pytest.raises(AirflowException):
KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["echo 10"],
labels={"foo": "bar"},
name=pod_name_too_long,
task_id="task" + self.get_current_task_name(),
in_cluster=False,
do_xcom_push=False,
)
@mock.patch("airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.await_pod_completion")
def test_on_kill(self, await_pod_completion_mock):
client = kube_client.get_kube_client(in_cluster=False)
name = "test"
namespace = "default"
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["sleep 1000"],
labels={"foo": "bar"},
name="test",
task_id=name,
in_cluster=False,
do_xcom_push=False,
get_logs=False,
termination_grace_period=0,
)
context = create_context(k)
with pytest.raises(AirflowException):
k.execute(context)
name = k.pod.metadata.name
pod = client.read_namespaced_pod(name=name, namespace=namespace)
assert pod.status.phase == "Running"
k.on_kill()
with pytest.raises(ApiException, match=r'pods \\"test.[a-z0-9]+\\" not found'):
client.read_namespaced_pod(name=name, namespace=namespace)
def test_reattach_failing_pod_once(self):
client = kube_client.get_kube_client(in_cluster=False)
name = "test"
namespace = "default"
k = KubernetesPodOperator(
namespace='default',
image="ubuntu:16.04",
cmds=["bash", "-cx"],
arguments=["exit 1"],
labels={"foo": "bar"},
name="test",
task_id=name,
in_cluster=False,
do_xcom_push=False,
is_delete_operator_pod=False,
termination_grace_period=0,
)
context = create_context(k)
# launch pod
with mock.patch(
"airflow.providers.cncf.kubernetes.utils.pod_manager.PodManager.await_pod_completion"
) as await_pod_completion_mock:
pod_mock = MagicMock()