def _build_container(self, image: str, entrypoint: str) -> Container:
"""
Build the primary Container for this HmlInferenceApp, using the Kubeflow
Container wrapper so that we can utilise its helper methods
Returns:
kfp.dsl._container_op.Container
"""
# Define our probes for when the container is ready for action
probe_action = client.V1HTTPGetAction(path="/healthz", port=self.port)
probe = client.V1Probe(http_get=probe_action,
initial_delay_seconds=60,
period_seconds=60)
container = Container(
name=f"{self.name}-container",
image=image,
command=[entrypoint],
args=["inference", "start-prod"],
ports=[client.V1ContainerPort(container_port=self.port)],
liveness_probe=probe,
readiness_probe=probe)
# The Kubeflow SDK removes the container name, so we need to add them back
container.swagger_types = client.V1Container.swagger_types
container.attribute_map = client.V1Container.attribute_map
return container
def create_container_object(deployment_image: str, port: int, external_port: bool) -> V1Container:
"""
Create the container object
:param deployment_image: The image name in the docker environment.
:param port: port of the web_server.
:param external_port: whether the port should be an external port.
:return: The container object.
"""
liveness_probe = client.V1Probe(
http_get=client.V1HTTPGetAction(
port=port,
path='/health'
),
initial_delay_seconds=3,
failure_threshold=2,
period_seconds=1,
)
readiness_probe = client.V1Probe(
http_get=client.V1HTTPGetAction(
port=port,
path='/health'
),
initial_delay_seconds=2,
failure_threshold=2,
period_seconds=1,
)
port = client.V1ContainerPort(
container_port=port,
host_ip='0.0.0.0',
host_port=port,
name='prt',
protocol='TCP'
) if external_port else client.V1ContainerPort(
container_port=port
)
return client.V1Container(
name="molerelay",
image=deployment_image,
image_pull_policy="Never",
ports=[port],
liveness_probe=liveness_probe,
readiness_probe=readiness_probe
)
def create_pod(self, params):
vnf_name = params.get('vnf_name') if params.get('vnf_name') else "testpythonclient"
namespace = params.get('namespace') if params.get('namespace') else 'vicsnet'
default_ip = params.get('default_ip') if params.get('default_ip') else None
network_ips = params.get('network_ips') if params.get('network_ips') else []
image = params.get('image') if params.get('image') else "192.168.103.250:5000/icn-dtn-base-0.6.5:1.0"
command = params.get('command') if params.get('command') else ["/bin/bash", "-c", "/root/start_vicsnf.sh; sleep 30d;"]
envs = params.get('env')if params.get('env') else []
envs = list(map(lambda x: self.client.V1EnvVar(x.get("name"), x.get("value")), envs))
node_selector = params.get('node_selector') if params.get('node_selector') else None
is_vnc = params.get('is_vnc') if params.get('is_vnc') else False
# Create a body which stores the information of the pod to create
body = self.client.V1Pod()
# Specify meta of a POD.
annotations = {}
if default_ip:
annotations['default_ip'] = default_ip
if len(network_ips):
annotations['k8s.v1.cni.cncf.io/networks'] = str(network_ips)
body.metadata = client.V1ObjectMeta(namespace=namespace, name=vnf_name, annotations= annotations)
"""
Specify spec including:
- containers (name, image, env, command) https://github.com/kubernetes-client/python/blob/master/kubernetes/docs/V1Container.md
- nodeSelector
- V1Probe (is_vnc = true)
- security_context (is_vnc = true)
"""
readiness_probe = None
security_context = None
if (is_vnc):
PORT = 6901
PATH = "/"
SCHEME = "HTTP"
http_get = client.V1HTTPGetAction(port= PORT, path= PATH, scheme= SCHEME)
readiness_probe = client.V1Probe(http_get= http_get, initial_delay_seconds= 1, timeout_seconds= 1)
security_context = client.V1SecurityContext(run_as_user=0, privileged= True )
container = self.client.V1Container(command=command, image=image, env=envs, name=vnf_name, working_dir='/root', security_context= security_context, readiness_probe= readiness_probe)
node_selector = { "kubernetes.io/hostname": node_selector } if node_selector else None
body.spec = self.client.V1PodSpec(containers= [container], node_selector=node_selector)
try:
api_response = self.v1Api.create_namespaced_pod(namespace, body)
print(api_response)
except ApiException as e:
raise
def create_nlu_deployment_object(image_full_name, secret_name, tag_name, mem_allocation):
memory = str(int(mem_allocation)) + "Mi"
mcpu = "80m"
if secret_name is not None:
env_list = create_env_list(secret_name)
else:
env_list = [client.V1EnvVar(name="no-nlu-variables", value="true")]
resourse = client.V1ResourceRequirements(
requests={"memory": memory, "cpu": mcpu},
limits={"memory": memory})
liveness = client.V1Probe(
http_get=client.V1HTTPGetAction(
path="/healthcheck",
port=5000),
failure_threshold=3,
period_seconds=3,
initial_delay_seconds=7,
timeout_seconds=2)
container = client.V1Container(
name=tag_name,
image=image_full_name,
image_pull_policy="IfNotPresent",
liveness_probe=liveness,
resources=resourse,
ports=[client.V1ContainerPort(container_port=5000)],
env=env_list)
template = client.V1PodTemplateSpec(
metadata=client.V1ObjectMeta(labels={"app": tag_name}),
spec=client.V1PodSpec(containers=[container]))
spec = client.ExtensionsV1beta1DeploymentSpec(
replicas=1,
template=template)
deployment = client.ExtensionsV1beta1Deployment(
api_version="extensions/v1beta1",
kind="Deployment",
metadata=client.V1ObjectMeta(name=tag_name),
spec=spec)
return deployment
def load_liveness_readiness_probe(data):
probe = yaml.load(data)
httpGet = None
if "httpGet" in probe:
if "port" in probe['httpGet']:
httpGet = client.V1HTTPGetAction(
port=int(probe['httpGet']['port'])
)
if "path" in probe['httpGet']:
httpGet.path = probe['httpGet']['path']
if "host" in probe['httpGet']:
httpGet.host = probe['httpGet']['host']
execLiveness = None
if "exec" in probe:
if probe['exec']['command']:
execLiveness = client.V1ExecAction(
command=probe['exec']['command']
)
v1Probe = client.V1Probe()
if httpGet:
v1Probe.http_get = httpGet
if execLiveness:
v1Probe._exec = execLiveness
if "initialDelaySeconds" in probe:
v1Probe.initial_delay_seconds = probe["initialDelaySeconds"]
if "periodSeconds" in probe:
v1Probe.period_seconds = probe["periodSeconds"]
if "timeoutSeconds" in probe:
v1Probe.timeout_seconds = probe["timeoutSeconds"]
return v1Probe
def _create_probe(hc, port):
''' Create a Kubernetes probe based on info in the health check dictionary hc '''
probe_type = hc['type']
probe = None
period = _parse_interval(hc.get('interval', PROBE_DEFAULT_PERIOD))
timeout = _parse_interval(hc.get('timeout', PROBE_DEFAULT_TIMEOUT))
if probe_type in ['http', 'https']:
probe = client.V1Probe(failure_threshold=1,
initial_delay_seconds=5,
period_seconds=period,
timeout_seconds=timeout,
http_get=client.V1HTTPGetAction(
path=hc['endpoint'],
port=port,
scheme=probe_type.upper()))
elif probe_type in ['script', 'docker']:
probe = client.V1Probe(
failure_threshold=1,
initial_delay_seconds=5,
period_seconds=period,
timeout_seconds=timeout,
_exec=client.V1ExecAction(command=hc['script'].split()))
return probe
def _build_deployment(self) -> ExtensionsV1beta1Deployment:
# Define our probes for when the container is ready for action
probe_action = client.V1HTTPGetAction(path="/healthz", port=self.port)
probe = client.V1Probe(httpGet=probe_action,
initial_delay_seconds=60,
period_seconds=60)
container = client.V1Container(
name=self.name,
image="nginx:1.7.9",
ports=[client.V1ContainerPort(container_port=self.port)],
liveness_probe=probe,
readiness_probe=probe,
)
# Create and configurate a spec section
template = client.V1PodTemplateSpec(
metadata=client.V1ObjectMeta(labels={"app": self.name}),
spec=client.V1PodSpec(containers=[container]),
)
# Create the specification of deployment
spec = client.ExtensionsV1beta1DeploymentSpec(replicas=1,
template=template)
# Instantiate the deployment object
deployment = client.ExtensionsV1beta1Deployment(
api_version="extensions/v1beta1",
kind="Deployment",
metadata=client.V1ObjectMeta(name=self.name,
namespace=self.namespace),
spec=spec,
)
return deployment
def export_deployment(self):
# Configureate Pod template container
volume_mounts = []
containers = []
volumes = []
volume_mounts.append(
client.V1VolumeMount(mount_path='/docker/logs', name='logs'))
volumes.append(
client.V1Volume(name='logs',
host_path=client.V1HostPathVolumeSource(
path='/opt/logs', type='DirectoryOrCreate')))
if self.mounts:
for path in self.mounts:
volume_mounts.append(
client.V1VolumeMount(mount_path=path,
name=self.mounts[path]))
volumes.append(
client.V1Volume(name=self.mounts[path],
host_path=client.V1HostPathVolumeSource(
path=path, type='DirectoryOrCreate')))
liveness_probe = client.V1Probe(initial_delay_seconds=15,
tcp_socket=client.V1TCPSocketAction(
port=int(self.container_port[0])))
readiness_probe = client.V1Probe(initial_delay_seconds=15,
tcp_socket=client.V1TCPSocketAction(
port=int(self.container_port[0])))
if self.healthcheck:
liveness_probe = client.V1Probe(initial_delay_seconds=15,
http_get=client.V1HTTPGetAction(
path=self.healthcheck,
port=int(
self.container_port[0])))
readiness_probe = client.V1Probe(initial_delay_seconds=15,
http_get=client.V1HTTPGetAction(
path=self.healthcheck,
port=int(
self.container_port[0])))
Env = [
client.V1EnvVar(name='LANG', value='en_US.UTF-8'),
client.V1EnvVar(name='LC_ALL', value='en_US.UTF-8'),
client.V1EnvVar(name='POD_NAME',
value_from=client.V1EnvVarSource(
field_ref=client.V1ObjectFieldSelector(
field_path='metadata.name'))),
client.V1EnvVar(name='POD_IP',
value_from=client.V1EnvVarSource(
field_ref=client.V1ObjectFieldSelector(
field_path='status.podIP'))),
]
container = client.V1Container(
name=self.dm_name,
image=self.image,
ports=[
client.V1ContainerPort(container_port=int(port))
for port in self.container_port
],
image_pull_policy='Always',
env=Env,
resources=client.V1ResourceRequirements(limits=self.re_limits,
requests=self.re_requests),
volume_mounts=volume_mounts,
liveness_probe=liveness_probe,
readiness_probe=readiness_probe)
containers.append(container)
if self.sidecar:
sidecar_container = client.V1Container(
name='sidecar-%s' % self.dm_name,
image=self.sidecar,
image_pull_policy='Always',
env=Env,
resources=client.V1ResourceRequirements(
limits=self.re_limits, requests=self.re_requests),
volume_mounts=volume_mounts)
containers.append(sidecar_container)
# Create and configurate a spec section
secrets = client.V1LocalObjectReference('registrysecret')
template = client.V1PodTemplateSpec(
metadata=client.V1ObjectMeta(labels={"project": self.dm_name}),
spec=client.V1PodSpec(
containers=containers,
image_pull_secrets=[secrets],
volumes=volumes,
affinity=client.V1Affinity(node_affinity=client.V1NodeAffinity(
preferred_during_scheduling_ignored_during_execution=[
client.V1PreferredSchedulingTerm(
preference=client.V1NodeSelectorTerm(
match_expressions=[
client.V1NodeSelectorRequirement(
key='project',
operator='In',
values=['moji'])
]),
weight=30),
client.V1PreferredSchedulingTerm(
preference=client.V1NodeSelectorTerm(
match_expressions=[
client.V1NodeSelectorRequirement(
key='deploy',
operator='In',
values=[self.dm_name])
]),
weight=70)
]))))
selector = client.V1LabelSelector(
match_labels={"project": self.dm_name})
# Create the specification of deployment
spec = client.ExtensionsV1beta1DeploymentSpec(replicas=int(
self.replicas),
template=template,
selector=selector,
min_ready_seconds=3)
# Instantiate the deployment object
deployment = client.ExtensionsV1beta1Deployment(
api_version="extensions/v1beta1",
kind="Deployment",
metadata=client.V1ObjectMeta(name=self.dm_name),
spec=spec)
return deployment
def test_sanitize_k8s_container_attribute(self):
# test cases for implicit type sanitization(conversion)
op = dsl.ContainerOp(name='echo', image='image', command=['sh', '-c'],
arguments=['echo test | tee /tmp/message.txt'],
file_outputs={'merged': '/tmp/message.txt'})
op.container \
.add_volume_mount(k8s_client.V1VolumeMount(
mount_path='/secret/gcp-credentials',
name='gcp-credentials')) \
.add_env_variable(k8s_client.V1EnvVar(
name=80,
value=80)) \
.add_env_variable(k8s_client.V1EnvVar(
name=80,
value_from=k8s_client.V1EnvVarSource(
config_map_key_ref=k8s_client.V1ConfigMapKeySelector(key=80, name=8080, optional='False'),
field_ref=k8s_client.V1ObjectFieldSelector(api_version=80, field_path=8080),
resource_field_ref=k8s_client.V1ResourceFieldSelector(container_name=80, divisor=8080, resource=8888),
secret_key_ref=k8s_client.V1SecretKeySelector(key=80, name=8080, optional='False')
)
)) \
.add_env_from(k8s_client.V1EnvFromSource(
config_map_ref=k8s_client.V1ConfigMapEnvSource(name=80, optional='True'),
prefix=999
)) \
.add_env_from(k8s_client.V1EnvFromSource(
secret_ref=k8s_client.V1SecretEnvSource(name=80, optional='True'),
prefix=888
)) \
.add_volume_mount(k8s_client.V1VolumeMount(
mount_path=111,
mount_propagation=222,
name=333,
read_only='False',
sub_path=444,
sub_path_expr=555
)) \
.add_volume_devices(k8s_client.V1VolumeDevice(
device_path=111,
name=222
)) \
.add_port(k8s_client.V1ContainerPort(
container_port='8080',
host_ip=111,
host_port='8888',
name=222,
protocol=333
)) \
.set_security_context(k8s_client.V1SecurityContext(
allow_privilege_escalation='True',
capabilities=k8s_client.V1Capabilities(add=[11, 22], drop=[33, 44]),
privileged='False',
proc_mount=111,
read_only_root_filesystem='False',
run_as_group='222',
run_as_non_root='True',
run_as_user='******',
se_linux_options=k8s_client.V1SELinuxOptions(level=11, role=22, type=33, user=44),
windows_options=k8s_client.V1WindowsSecurityContextOptions(
gmsa_credential_spec=11, gmsa_credential_spec_name=22)
)) \
.set_stdin(stdin='False') \
.set_stdin_once(stdin_once='False') \
.set_termination_message_path(termination_message_path=111) \
.set_tty(tty='False') \
.set_readiness_probe(readiness_probe=k8s_client.V1Probe(
_exec=k8s_client.V1ExecAction(command=[11, 22, 33]),
failure_threshold='111',
http_get=k8s_client.V1HTTPGetAction(
host=11,
http_headers=[k8s_client.V1HTTPHeader(name=22, value=33)],
path=44,
port='55',
scheme=66),
initial_delay_seconds='222',
period_seconds='333',
success_threshold='444',
tcp_socket=k8s_client.V1TCPSocketAction(host=555, port='666'),
timeout_seconds='777'
)) \
.set_liveness_probe(liveness_probe=k8s_client.V1Probe(
_exec=k8s_client.V1ExecAction(command=[11, 22, 33]),
failure_threshold='111',
http_get=k8s_client.V1HTTPGetAction(
host=11,
http_headers=[k8s_client.V1HTTPHeader(name=22, value=33)],
path=44,
port='55',
scheme=66),
initial_delay_seconds='222',
period_seconds='333',
success_threshold='444',
tcp_socket=k8s_client.V1TCPSocketAction(host=555, port='666'),
timeout_seconds='777'
)) \
.set_lifecycle(lifecycle=k8s_client.V1Lifecycle(
post_start=k8s_client.V1Handler(
_exec=k8s_client.V1ExecAction(command=[11, 22, 33]),
http_get=k8s_client.V1HTTPGetAction(
host=11,
http_headers=[k8s_client.V1HTTPHeader(name=22, value=33)],
path=44,
port='55',
scheme=66),
tcp_socket=k8s_client.V1TCPSocketAction(host=555, port='666')
),
pre_stop=k8s_client.V1Handler(
_exec=k8s_client.V1ExecAction(command=[11, 22, 33]),
http_get=k8s_client.V1HTTPGetAction(
host=11,
http_headers=[k8s_client.V1HTTPHeader(name=22, value=33)],
path=44,
port='55',
scheme=66),
tcp_socket=k8s_client.V1TCPSocketAction(host=555, port='666')
)
))
sanitize_k8s_object(op.container)
for e in op.container.env:
self.assertIsInstance(e.name, str)
if e.value:
self.assertIsInstance(e.value, str)
if e.value_from:
if e.value_from.config_map_key_ref:
self.assertIsInstance(e.value_from.config_map_key_ref.key, str)
if e.value_from.config_map_key_ref.name:
self.assertIsInstance(e.value_from.config_map_key_ref.name, str)
if e.value_from.config_map_key_ref.optional:
self.assertIsInstance(e.value_from.config_map_key_ref.optional, bool)
if e.value_from.field_ref:
self.assertIsInstance(e.value_from.field_ref.field_path, str)
if e.value_from.field_ref.api_version:
self.assertIsInstance(e.value_from.field_ref.api_version, str)
if e.value_from.resource_field_ref:
self.assertIsInstance(e.value_from.resource_field_ref.resource, str)
if e.value_from.resource_field_ref.container_name:
self.assertIsInstance(e.value_from.resource_field_ref.container_name, str)
if e.value_from.resource_field_ref.divisor:
self.assertIsInstance(e.value_from.resource_field_ref.divisor, str)
if e.value_from.secret_key_ref:
self.assertIsInstance(e.value_from.secret_key_ref.key, str)
if e.value_from.secret_key_ref.name:
self.assertIsInstance(e.value_from.secret_key_ref.name, str)
if e.value_from.secret_key_ref.optional:
self.assertIsInstance(e.value_from.secret_key_ref.optional, bool)
for e in op.container.env_from:
if e.prefix:
self.assertIsInstance(e.prefix, str)
if e.config_map_ref:
if e.config_map_ref.name:
self.assertIsInstance(e.config_map_ref.name, str)
if e.config_map_ref.optional:
self.assertIsInstance(e.config_map_ref.optional, bool)
if e.secret_ref:
if e.secret_ref.name:
self.assertIsInstance(e.secret_ref.name, str)
if e.secret_ref.optional:
self.assertIsInstance(e.secret_ref.optional, bool)
for e in op.container.volume_mounts:
if e.mount_path:
self.assertIsInstance(e.mount_path, str)
if e.mount_propagation:
self.assertIsInstance(e.mount_propagation, str)
if e.name:
self.assertIsInstance(e.name, str)
if e.read_only:
self.assertIsInstance(e.read_only, bool)
if e.sub_path:
self.assertIsInstance(e.sub_path, str)
if e.sub_path_expr:
self.assertIsInstance(e.sub_path_expr, str)
for e in op.container.volume_devices:
if e.device_path:
self.assertIsInstance(e.device_path, str)
if e.name:
self.assertIsInstance(e.name, str)
for e in op.container.ports:
if e.container_port:
self.assertIsInstance(e.container_port, int)
if e.host_ip:
self.assertIsInstance(e.host_ip, str)
if e.host_port:
self.assertIsInstance(e.host_port, int)
if e.name:
self.assertIsInstance(e.name, str)
if e.protocol:
self.assertIsInstance(e.protocol, str)
if op.container.security_context:
e = op.container.security_context
if e.allow_privilege_escalation:
self.assertIsInstance(e.allow_privilege_escalation, bool)
if e.capabilities:
for a in e.capabilities.add:
self.assertIsInstance(a, str)
for d in e.capabilities.drop:
self.assertIsInstance(d, str)
if e.privileged:
self.assertIsInstance(e.privileged, bool)
if e.proc_mount:
self.assertIsInstance(e.proc_mount, str)
if e.read_only_root_filesystem:
self.assertIsInstance(e.read_only_root_filesystem, bool)
if e.run_as_group:
self.assertIsInstance(e.run_as_group, int)
if e.run_as_non_root:
self.assertIsInstance(e.run_as_non_root, bool)
if e.run_as_user:
self.assertIsInstance(e.run_as_user, int)
if e.se_linux_options:
if e.se_linux_options.level:
self.assertIsInstance(e.se_linux_options.level, str)
if e.se_linux_options.role:
self.assertIsInstance(e.se_linux_options.role, str)
if e.se_linux_options.type:
self.assertIsInstance(e.se_linux_options.type, str)
if e.se_linux_options.user:
self.assertIsInstance(e.se_linux_options.user, str)
if e.windows_options:
if e.windows_options.gmsa_credential_spec:
self.assertIsInstance(e.windows_options.gmsa_credential_spec, str)
if e.windows_options.gmsa_credential_spec_name:
self.assertIsInstance(e.windows_options.gmsa_credential_spec_name, str)
if op.container.stdin:
self.assertIsInstance(op.container.stdin, bool)
if op.container.stdin_once:
self.assertIsInstance(op.container.stdin_once, bool)
if op.container.termination_message_path:
self.assertIsInstance(op.container.termination_message_path, str)
if op.container.tty:
self.assertIsInstance(op.container.tty, bool)
for e in [op.container.readiness_probe, op.container.liveness_probe]:
if e:
if e._exec:
for c in e._exec.command:
self.assertIsInstance(c, str)
if e.failure_threshold:
self.assertIsInstance(e.failure_threshold, int)
if e.http_get:
if e.http_get.host:
self.assertIsInstance(e.http_get.host, str)
if e.http_get.http_headers:
for h in e.http_get.http_headers:
if h.name:
self.assertIsInstance(h.name, str)
if h.value:
self.assertIsInstance(h.value, str)
if e.http_get.path:
self.assertIsInstance(e.http_get.path, str)
if e.http_get.port:
self.assertIsInstance(e.http_get.port, (str, int))
if e.http_get.scheme:
self.assertIsInstance(e.http_get.scheme, str)
if e.initial_delay_seconds:
self.assertIsInstance(e.initial_delay_seconds, int)
if e.period_seconds:
self.assertIsInstance(e.period_seconds, int)
if e.success_threshold:
self.assertIsInstance(e.success_threshold, int)
if e.tcp_socket:
if e.tcp_socket.host:
self.assertIsInstance(e.tcp_socket.host, str)
if e.tcp_socket.port:
self.assertIsInstance(e.tcp_socket.port, (str, int))
if e.timeout_seconds:
self.assertIsInstance(e.timeout_seconds, int)
if op.container.lifecycle:
for e in [op.container.lifecycle.post_start, op.container.lifecycle.pre_stop]:
if e:
if e._exec:
for c in e._exec.command:
self.assertIsInstance(c, str)
if e.http_get:
if e.http_get.host:
self.assertIsInstance(e.http_get.host, str)
if e.http_get.http_headers:
for h in e.http_get.http_headers:
if h.name:
self.assertIsInstance(h.name, str)
if h.value:
self.assertIsInstance(h.value, str)
if e.http_get.path:
self.assertIsInstance(e.http_get.path, str)
if e.http_get.port:
self.assertIsInstance(e.http_get.port, (str, int))
if e.http_get.scheme:
self.assertIsInstance(e.http_get.scheme, str)
if e.tcp_socket:
if e.tcp_socket.host:
self.assertIsInstance(e.tcp_socket.host, str)
if e.tcp_socket.port:
self.assertIsInstance(e.tcp_socket.port, (str, int))
# test cases for checking value after sanitization
check_value_op = dsl.ContainerOp(name='echo', image='image', command=['sh', '-c'],
arguments=['echo test | tee /tmp/message.txt'],
file_outputs={'merged': '/tmp/message.txt'})
check_value_op.container \
.add_env_variable(k8s_client.V1EnvVar(
name=80,
value=8080)) \
.set_security_context(k8s_client.V1SecurityContext(
allow_privilege_escalation='true',
capabilities=k8s_client.V1Capabilities(add=[11, 22], drop=[33, 44]),
privileged='false',
proc_mount=111,
read_only_root_filesystem='False',
run_as_group='222',
run_as_non_root='True',
run_as_user='******',
se_linux_options=k8s_client.V1SELinuxOptions(level=11, role=22, type=33, user=44),
windows_options=k8s_client.V1WindowsSecurityContextOptions(
gmsa_credential_spec=11, gmsa_credential_spec_name=22)
))
sanitize_k8s_object(check_value_op.container)
self.assertEqual(check_value_op.container.env[0].name, '80')
self.assertEqual(check_value_op.container.env[0].value, '8080')
self.assertEqual(check_value_op.container.security_context.allow_privilege_escalation, True)
self.assertEqual(check_value_op.container.security_context.capabilities.add[0], '11')
self.assertEqual(check_value_op.container.security_context.capabilities.add[1], '22')
self.assertEqual(check_value_op.container.security_context.capabilities.drop[0], '33')
self.assertEqual(check_value_op.container.security_context.capabilities.drop[1], '44')
self.assertEqual(check_value_op.container.security_context.privileged, False)
self.assertEqual(check_value_op.container.security_context.proc_mount, '111')
self.assertEqual(check_value_op.container.security_context.read_only_root_filesystem, False)
self.assertEqual(check_value_op.container.security_context.run_as_group, 222)
self.assertEqual(check_value_op.container.security_context.run_as_non_root, True)
self.assertEqual(check_value_op.container.security_context.run_as_user, 333)
self.assertEqual(check_value_op.container.security_context.se_linux_options.level, '11')
self.assertEqual(check_value_op.container.security_context.se_linux_options.role, '22')
self.assertEqual(check_value_op.container.security_context.se_linux_options.type, '33')
self.assertEqual(check_value_op.container.security_context.se_linux_options.user, '44')
self.assertEqual(check_value_op.container.security_context.windows_options.gmsa_credential_spec, '11')
self.assertEqual(check_value_op.container.security_context.windows_options.gmsa_credential_spec_name, '22')
# test cases for exception
with self.assertRaises(ValueError, msg='Invalid boolean string 2. Should be boolean.'):
exception_op = dsl.ContainerOp(name='echo', image='image')
exception_op.container \
.set_security_context(k8s_client.V1SecurityContext(
allow_privilege_escalation=1
))
sanitize_k8s_object(exception_op.container)
with self.assertRaises(ValueError, msg='Invalid boolean string Test. Should be "true" or "false".'):
exception_op = dsl.ContainerOp(name='echo', image='image')
exception_op.container \
.set_security_context(k8s_client.V1SecurityContext(
allow_privilege_escalation='Test'
))
sanitize_k8s_object(exception_op.container)
with self.assertRaises(ValueError, msg='Invalid test. Should be integer.'):
exception_op = dsl.ContainerOp(name='echo', image='image')
exception_op.container \
.set_security_context(k8s_client.V1SecurityContext(
run_as_group='test',
))
sanitize_k8s_object(exception_op.container)
def create_deploy():
error = ""
if request.method == "POST":
data = json.loads(request.get_data().decode("utf-8"))
project = data.get("project").strip()
environment = data.get("environment").strip()
cluster = data.get("cluster").strip()
imageRepo = data.get("imageRepo").strip()
imageName = data.get("imageName").strip()
imageTag = data.get("imageTag").strip()
imagePullPolicy = data.get("imagePullPolicy").strip()
imagePullSecret = data.get("imagePullSecret").strip()
containerPort = str_to_int(data.get("containerPort").strip())
replicas = data.get("replicas").strip()
cpu = data.get("cpu").strip()
memory = data.get("memory").strip()
label_key1 = data.get("label_key1").strip()
label_value1 = data.get("label_value1").strip()
label_key2 = data.get("label_key2").strip()
label_value2 = data.get("label_value2").strip()
env = data.get("env").strip()
volumeMount = data.get("volumeMount").strip()
updateType = data.get("updateType").strip()
probeType = data.get("probeType").strip()
healthCheck = data.get("healthCheck").strip()
healthPath = data.get("healthPath").strip()
initialDelaySeconds = str_to_int(
data.get("initialDelaySeconds").strip())
periodSeconds = str_to_int(data.get("periodSeconds").strip())
failureThreshold = str_to_int(data.get("failureThreshold").strip())
healthTimeout = str_to_int(data.get("healthTimeout").strip())
healthCmd = data.get("healthCmd").strip()
liveness_probe = None
readiness_probe = None
if (healthCheck == "true"):
if (probeType == "tcp"):
liveness_probe = client.V1Probe(initial_delay_seconds=initialDelaySeconds,\
period_seconds = periodSeconds,\
timeout_seconds = healthTimeout ,\
failure_threshold = failureThreshold,\
tcp_socket=client.V1TCPSocketAction(port=containerPort))
readiness_probe = liveness_probe
elif (probeType == "http"):
liveness_probe = client.V1Probe(initial_delay_seconds=initialDelaySeconds,\
period_seconds = periodSeconds,\
timeout_seconds = healthTimeout ,\
failure_threshold = failureThreshold,\
http_get=client.V1HTTPGetAction(path=healthPath,port=containerPort))
readiness_probe = liveness_probe
elif (probeType == "cmd"):
pass
else:
pass
if (containerPort == 1):
error = "容器端口不能为空"
if (imageRepo == "" or project == "" or environment == ""
or imageName == "" or imageTag == ""):
error = "镜像相关不能为空"
if (label_key1 == "" or label_value1 == ""):
error = "label相关数据不能为空（至少输入一对key/value）"
replicas = str_to_int(replicas)
cpu = int(1000 * (str_to_float(cpu)))
memory = int(1024 * (str_to_float(memory)))
if (error != ""):
# print(error)
return jsonify({"error": 1002, "msg": error})
#ms-dev
namespace = project + "-" + environment
# myhub.mydocker.com/ms-dev/base:v1.0
image = imageRepo + "/" + project + "-" + environment + "/" + imageName + ":" + imageTag
labels = {label_key1: label_value1}
if (label_key2 != "" and label_value2 != ""):
labels[label_key2] = label_value2
myclient = client.AppsV1Api()
deployment = create_deployment_object(name=imageName,namespace=namespace,image=image,port=containerPort,\
image_pull_policy=imagePullPolicy,imagePullSecret=imagePullSecret ,labels=labels,replicas=replicas,cpu=cpu,memory=memory,\
liveness_probe=liveness_probe,readiness_probe=readiness_probe)
# print(type(deployment))
to_yaml = yaml.load(json.dumps(deployment, indent=4, cls=MyEncoder))
file = os.path.join(dir_path, "demo-deployment.yaml")
stream = open(file, 'w')
yaml.safe_dump(to_yaml, stream, default_flow_style=False)
status = create_deployment(api_instance=myclient,
namespace=namespace,
deployment=deployment)
return json.dumps(deployment, indent=4, cls=MyEncoder)
return jsonify({'a': 1})
def generate_pod():
metadata = client.V1ObjectMeta(
name="platform-app-958795556-2nqgj",
namespace="production",
generate_name="platform-app-958795556-",
labels={
"app": "platform",
"chart": "platform",
"component": "app",
"heritage": "Helm",
"pod-template-hash": "958795556",
"release": "platform-production",
"version": "1.0.3",
},
owner_references=[
client.V1OwnerReference(
api_version="apps/v1",
kind="ReplicaSet",
name="platform-app-958795556",
uid="35ba938b-681d-11eb-a74a-16e1a04d726b",
controller=True,
block_owner_deletion=True,
)
],
)
container = client.V1Container(
name="app",
image="platform.azurecr.io/app:master",
image_pull_policy="Always",
termination_message_policy="File",
termination_message_path="/dev/termination-log",
env=[],
resources=client.V1ResourceRequirements(
limits={
"cpu": "1200m",
"memory": "1Gi"
},
requests={
"cpu": "1",
"memory": "768Mi"
},
),
ports=[client.V1ContainerPort(container_port=3000, protocol="TCP")],
volume_mounts=[
client.V1VolumeMount(
name="default-token-2cg25",
read_only=True,
mount_path="/var/run/secrets/kubernetes.io/serviceaccount",
)
],
liveness_probe=client.V1Probe(
initial_delay_seconds=10,
timeout_seconds=5,
period_seconds=10,
success_threshold=1,
failure_threshold=6,
http_get=client.V1HTTPGetAction(path="/health/liveness",
port=3000,
scheme="HTTP"),
),
readiness_probe=client.V1Probe(
initial_delay_seconds=10,
timeout_seconds=5,
period_seconds=10,
success_threshold=2,
failure_threshold=6,
http_get=client.V1HTTPGetAction(path="/health/readness",
port=3000,
scheme="HTTP"),
),
)
spec = client.V1PodSpec(
containers=[container],
volumes=[
client.V1Volume(
name="default-token-2cg25",
secret=client.V1SecretVolumeSource(
secret_name="default-token-2cg25", default_mode=420),
)
],
restart_policy="Always",
termination_grace_period_seconds=30,
dns_policy="ClusterFirst",
service_account_name="default",
service_account="default",
node_name="aks-agentpool-26722002-vmss00039t",
security_context=client.V1PodSecurityContext(run_as_user=1000,
fs_group=1000),
scheduler_name="default-scheduler",
tolerations=[
client.V1Toleration(
key="node.kubernetes.io/not-ready",
operator="Exists",
effect="NoExecute",
toleration_seconds=300,
),
client.V1Toleration(
key="node.kubernetes.io/unreachable",
operator="Exists",
effect="NoExecute",
toleration_seconds=300,
),
],
priority=0,
enable_service_links=True,
)
return client.V1Pod(metadata=metadata, spec=spec)
def export_deployment(self):
# Configureate Pod template container
volume_mounts = []
containers = []
volumes = []
ports = []
liveness_probe = None
readiness_probe = None
volume_mounts.append(
client.V1VolumeMount(mount_path='/docker/logs', name='logs'))
volumes.append(
client.V1Volume(name='logs',
host_path=client.V1HostPathVolumeSource(
path='/opt/logs', type='DirectoryOrCreate')))
if self.mounts:
for path in self.mounts:
volume_mounts.append(
client.V1VolumeMount(mount_path=path,
name=self.mounts[path]))
volumes.append(
client.V1Volume(name=self.mounts[path],
host_path=client.V1HostPathVolumeSource(
path=path, type='DirectoryOrCreate')))
if self.container_port:
ports = [
client.V1ContainerPort(container_port=int(port))
for port in self.container_port
]
liveness_probe = client.V1Probe(
initial_delay_seconds=15,
tcp_socket=client.V1TCPSocketAction(
port=int(self.container_port[0])))
readiness_probe = client.V1Probe(
initial_delay_seconds=15,
tcp_socket=client.V1TCPSocketAction(
port=int(self.container_port[0])))
if self.healthcheck:
liveness_probe = client.V1Probe(
initial_delay_seconds=15,
http_get=client.V1HTTPGetAction(
path=self.healthcheck,
port=int(self.container_port[0])))
readiness_probe = client.V1Probe(
initial_delay_seconds=15,
http_get=client.V1HTTPGetAction(
path=self.healthcheck,
port=int(self.container_port[0])))
Env = [
client.V1EnvVar(name='LANG', value='en_US.UTF-8'),
client.V1EnvVar(name='LC_ALL', value='en_US.UTF-8'),
client.V1EnvVar(name='POD_NAME',
value_from=client.V1EnvVarSource(
field_ref=client.V1ObjectFieldSelector(
field_path='metadata.name'))),
client.V1EnvVar(name='POD_IP',
value_from=client.V1EnvVarSource(
field_ref=client.V1ObjectFieldSelector(
field_path='status.podIP'))),
]
container = client.V1Container(name=self.dm_name,
image=self.image,
ports=ports,
image_pull_policy='Always',
env=Env,
resources=client.V1ResourceRequirements(
limits=self.re_limits,
requests=self.re_requests),
volume_mounts=volume_mounts)
if liveness_probe and readiness_probe:
container = client.V1Container(
name=self.dm_name,
image=self.image,
ports=ports,
image_pull_policy='Always',
env=Env,
resources=client.V1ResourceRequirements(
limits=self.re_limits, requests=self.re_requests),
volume_mounts=volume_mounts,
liveness_probe=liveness_probe,
readiness_probe=readiness_probe)
containers.append(container)
if self.sidecar:
sidecar_container = client.V1Container(
name='sidecar-%s' % self.dm_name,
image=self.sidecar,
image_pull_policy='Always',
env=Env,
resources=client.V1ResourceRequirements(
limits=self.re_limits, requests=self.re_requests),
volume_mounts=volume_mounts)
containers.append(sidecar_container)
# Create and configurate a spec section
secrets = client.V1LocalObjectReference('registrysecret')
preference_key = self.dm_name
project_values = ['xxxx']
host_aliases = []
db_docker_hosts = db_op.docker_hosts
values = db_docker_hosts.query.with_entities(
db_docker_hosts.ip, db_docker_hosts.hostname).filter(
and_(db_docker_hosts.deployment == self.dm_name,
db_docker_hosts.context == self.context)).all()
db_op.DB.session.remove()
if values:
ips = []
for value in values:
try:
ip, hostname = value
key = "op_docker_hosts_%s" % ip
Redis.lpush(key, hostname)
ips.append(ip)
except Exception as e:
logging.error(e)
for ip in set(ips):
try:
key = "op_docker_hosts_%s" % ip
if Redis.exists(key):
hostnames = Redis.lrange(key, 0, -1)
if hostnames:
host_aliases.append(
client.V1HostAlias(hostnames=hostnames, ip=ip))
Redis.delete(key)
except Exception as e:
logging.error(e)
if self.labels:
if 'deploy' in self.labels:
preference_key = self.labels['deploy']
if 'project' in self.labels:
project_values = [self.labels['project']]
template = client.V1PodTemplateSpec(
metadata=client.V1ObjectMeta(labels={"project": self.dm_name}),
spec=client.V1PodSpec(
containers=containers,
image_pull_secrets=[secrets],
volumes=volumes,
host_aliases=host_aliases,
affinity=client.V1Affinity(node_affinity=client.V1NodeAffinity(
preferred_during_scheduling_ignored_during_execution=[
client.V1PreferredSchedulingTerm(
preference=client.V1NodeSelectorTerm(
match_expressions=[
client.V1NodeSelectorRequirement(
key=preference_key,
operator='In',
values=['mark'])
]),
weight=100)
],
required_during_scheduling_ignored_during_execution=client.
V1NodeSelector(node_selector_terms=[
client.V1NodeSelectorTerm(match_expressions=[
client.V1NodeSelectorRequirement(
key='project',
operator='In',
values=project_values)
])
])))))
selector = client.V1LabelSelector(
match_labels={"project": self.dm_name})
# Create the specification of deployment
spec = client.ExtensionsV1beta1DeploymentSpec(replicas=int(
self.replicas),
template=template,
selector=selector,
min_ready_seconds=3)
# Instantiate the deployment object
deployment = client.ExtensionsV1beta1Deployment(
api_version="extensions/v1beta1",
kind="Deployment",
metadata=client.V1ObjectMeta(name=self.dm_name),
spec=spec)
return deployment
def generate_stateful_set(self):
volume_claim_spec = client.V1PersistentVolumeClaimSpec(**self.volume_claim_spec)
if not volume_claim_spec.access_modes:
volume_claim_spec.access_modes = ["ReadWriteOnce"]
if not volume_claim_spec.resources:
volume_claim_spec.resources = client.V1ResourceRequirements(
requests={"storage": "20Gi"}
)
stateful_set = client.V1beta1StatefulSet(
metadata=self.metadata,
spec=client.V1beta1StatefulSetSpec(
# we can't update service name or pod management policy
service_name=self.full_name + "-headless",
pod_management_policy="Parallel",
# we can't update volume claim templates
volume_claim_templates=[client.V1PersistentVolumeClaim(
metadata=client.V1ObjectMeta(
name="image-store",
),
spec=volume_claim_spec,
)]
)
)
stateful_set.spec.replicas = 2
pod_labels = {'component': 'registry'}
pod_labels.update(self.labels)
volumes = []
if self.ca_certificate_bundle:
volumes = [
client.V1Volume(
name=self.ca_certificate_bundle,
config_map=client.V1ConfigMapVolumeSource(
name=self.ca_certificate_bundle
)
)
]
volumes.append(
client.V1Volume(
name="tls",
secret=client.V1SecretVolumeSource(
secret_name=self.docker_certificate_secret
),
)
)
volumes_to_mount = [
client.V1VolumeMount(
name="image-store",
mount_path="/var/lib/registry"
),
client.V1VolumeMount(
name="tls",
mount_path="/etc/registry-certs",
read_only=True
)
]
if self.ca_certificate_bundle:
volumes_to_mount.append(
client.V1VolumeMount(
name=self.ca_certificate_bundle,
mount_path="/etc/ssl/certs",
read_only=True
)
)
env = [client.V1EnvVar(name="REGISTRY_PROXY_REMOTEURL",
value="https://" + self.upstreamUrl),
client.V1EnvVar(name="REGISTRY_HTTP_ADDR",
value=":5000"),
client.V1EnvVar(name="REGISTRY_HTTP_DEBUG_ADDR",
value="localhost:6000"),
client.V1EnvVar(name="REGISTRY_HTTP_TLS_CERTIFICATE",
value="/etc/registry-certs/tls.crt"),
client.V1EnvVar(name="REGISTRY_HTTP_TLS_KEY",
value="/etc/registry-certs/tls.key"),
client.V1EnvVar(name="REGISTRY_LOG_ACCESSLOG_DISABLED",
value="true"),
client.V1EnvVar(name="REGISTRY_LOG_FORMATTER",
value="logstash"),
client.V1EnvVar(name="REGISTRY_STORAGE_DELETE_ENABLED",
value="true"),
client.V1EnvVar(name="REGISTRY_STORAGE_FILESYSTEM_ROOTDIRECTORY",
value="/var/lib/registry")
]
env = self.handle_proxy_credentials(env)
stateful_set.spec.template = client.V1PodTemplateSpec(
metadata=client.V1ObjectMeta(
labels=pod_labels
),
spec=client.V1PodSpec(
init_containers=[
client.V1Container(
name="validate-state-file",
image="python:3.6-alpine",
env=[
client.V1EnvVar(
name="STATE_FILE",
value="/var/lib/registry/scheduler-state.json"
),
client.V1EnvVar(
name="LOWER_LIMIT",
value="1024"
),
],
volume_mounts=[
client.V1VolumeMount(
name="image-store",
mount_path="/var/lib/registry"
)
],
command=[
"sh",
"-e",
"-c",
"touch $STATE_FILE; if [[ $(stat -c \"%s\" $STATE_FILE) -lt $LOWER_LIMIT ]]; then rm -f $STATE_FILE; else cat $STATE_FILE | python -m json.tool > /dev/null 2>&1 || rm -f $STATE_FILE; fi" # noqa
]
)
],
containers=[
client.V1Container(
name="registry",
image="registry:2.6.0",
env=env,
readiness_probe=client.V1Probe(
http_get=client.V1HTTPGetAction(
path="/",
port=5000,
scheme="HTTPS"
),
initial_delay_seconds=3,
period_seconds=3
),
ports=[client.V1ContainerPort(
container_port=5000,
name="https"
)],
resources=client.V1ResourceRequirements(
requests={"cpu": "0.1",
"memory": "500Mi"},
limits={"cpu": "0.5",
"memory": "500Mi"}
),
volume_mounts=volumes_to_mount,
)
],
termination_grace_period_seconds=10,
volumes=volumes,
)
)
stateful_set.spec.update_strategy = client.V1beta1StatefulSetUpdateStrategy(type="RollingUpdate",)
return stateful_set
def specifications(self):
"""
Set the deployment specifications.
:returns: The deployment specifications.
:rtype: client.ExtensionsV1beta1Deployment
"""
#1. Set the ports
ports = [client.V1ContainerPort(container_port=port['number'], protocol=port['protocol']) for port in self.definition['ports']]
#2. Set the resources
#resources = {'cpu':self.definition['cpu'], 'memory': self.definition['memory']}
resources = {'cpu':'100m', 'memory': '100Mi'}
resources = client.V1ResourceRequirements(limits=resources, requests=resources)
#3. Set healthchecks
readiness = None
liveness = None
for health in self.definition['healthchecks']:
_exec, tcp_socket, http_get = None, None, None
if health['command'] == 'COMMAND':
_exec = client.V1ExecAction(command=health['value'])
elif health['command'] == 'TCP':
tcp_socket = client.V1TCPSocketAction(port=health['port'])
else:
http_get = client.V1HTTPGetAction(path=health['path'], port=health['port'], scheme=health['command'])
probe = client.V1Probe(failure_threshold=self.definition['failure_threshold'],
initial_delay_seconds=self.definition['initial_delay_seconds'],
period_seconds=self.definition['interval_seconds'],
success_threshold=self.definition['success_threshold'],
timeout_seconds=self.definition['timeout_seconds'],
_exec=_exec,
tcp_socket=tcp_socket,
http_get=http_get
)
if health['type'] == 'readiness':
readiness = probe
else:
liveness = probe
#4. Security context
security = client.V1SecurityContext(allow_privilege_escalation=False, run_as_non_root=True)
#5. Set the container
container = client.V1Container(
name=self.definition['repo'],
image=self.definition['tag'],
ports=ports,
resources=resources,
readiness_probe=readiness,
liveness_probe=liveness,
security_context=security,
env=None)#No need to setup envs : already done in the dockerfile
#6. The pod template
template = client.V1PodTemplateSpec(
client.V1ObjectMeta(labels={"name": self.definition['repo'], "repo": self.definition['repo'], "owner": self.definition['owner'], "branch": self.definition['branch'], "fullname": self.definition['name']}),
spec=client.V1PodSpec(containers=[container]))
#7. The rolling update strategy
strategy = client.ExtensionsV1beta1DeploymentStrategy(
type='RollingUpdate',
rolling_update=client.ExtensionsV1beta1RollingUpdateDeployment(
max_surge=1,
max_unavailable=1
)
)
#8. The deployment spec
spec = client.ExtensionsV1beta1DeploymentSpec(
#replicas=self.definition['instances'],
replicas=1,
strategy=strategy,
template=template)
#9. The deployment object
deployment = client.ExtensionsV1beta1Deployment(
api_version="extensions/v1beta1",
kind="Deployment",
metadata=client.V1ObjectMeta(name=self.definition['repo'], labels={"uid": self.definition['uid'], "repo": self.definition['repo'], "owner": self.definition['owner'], "branch": self.definition['branch'], "fullname": self.definition['name'], "name": self.definition['repo']}),
spec=spec)
return deployment
def from_runs(cls, id: str, runs: List[Run]):
k8s_name = 'tensorboard-' + id
run_names_hash = K8STensorboardInstance.generate_run_names_hash(runs)
volume_mounts = []
for run in runs:
mount = k8s.V1VolumeMount(
name=cls.EXPERIMENTS_OUTPUT_VOLUME_NAME,
mount_path=os.path.join(
cls.TENSORBOARD_CONTAINER_MOUNT_PATH_PREFIX, run.owner,
run.name),
sub_path=os.path.join(run.owner, run.name))
volume_mounts.append(mount)
deployment_labels = {
'name': k8s_name,
'type': 'nauta-tensorboard',
'nauta_app_name': 'tensorboard',
'id': id,
'runs-hash': run_names_hash
}
tensorboard_command = [
"tensorboard", "--logdir",
cls.TENSORBOARD_CONTAINER_MOUNT_PATH_PREFIX, "--port", "6006",
"--host", "127.0.0.1"
]
nauta_config = NautaPlatformConfig.incluster_init()
tensorboard_image = nauta_config.get_tensorboard_image()
tensorboard_proxy_image = nauta_config.get_activity_proxy_image()
deployment = k8s.V1Deployment(
api_version='apps/v1',
kind='Deployment',
metadata=k8s.V1ObjectMeta(name=k8s_name, labels=deployment_labels),
spec=k8s.V1DeploymentSpec(
replicas=1,
selector=k8s.V1LabelSelector(match_labels=deployment_labels),
template=k8s.V1PodTemplateSpec(
metadata=k8s.V1ObjectMeta(labels=deployment_labels),
spec=k8s.V1PodSpec(
tolerations=[
k8s.V1Toleration(key='master',
operator='Exists',
effect='NoSchedule')
],
affinity=k8s.
V1Affinity(node_affinity=k8s.V1NodeAffinity(
required_during_scheduling_ignored_during_execution
=k8s.V1NodeSelector(node_selector_terms=[
k8s.V1NodeSelectorTerm(match_expressions=[
k8s.V1NodeSelectorRequirement(
key="master",
operator="In",
values=["True"])
])
]))),
containers=[
k8s.V1Container(name='app',
image=tensorboard_image,
command=tensorboard_command,
volume_mounts=volume_mounts),
k8s.V1Container(
name='proxy',
image=tensorboard_proxy_image,
ports=[k8s.V1ContainerPort(container_port=80)],
readiness_probe=k8s.V1Probe(
period_seconds=5,
http_get=k8s.V1HTTPGetAction(
path='/healthz', port=80)))
],
volumes=[
k8s.V1Volume(
name=cls.EXPERIMENTS_OUTPUT_VOLUME_NAME,
persistent_volume_claim= # noqa
k8s.V1PersistentVolumeClaimVolumeSource(
claim_name=cls.
EXPERIMENTS_OUTPUT_VOLUME_NAME,
read_only=True))
]))))
service = k8s.V1Service(
api_version='v1',
kind='Service',
metadata=k8s.V1ObjectMeta(name=k8s_name,
labels={
'name': k8s_name,
'type': 'nauta-tensorboard',
'nauta_app_name': 'tensorboard',
'id': id
}),
spec=k8s.V1ServiceSpec(
type='ClusterIP',
ports=[k8s.V1ServicePort(name='web', port=80, target_port=80)],
selector={
'name': k8s_name,
'type': 'nauta-tensorboard',
'nauta_app_name': 'tensorboard',
'id': id
}))
ingress = k8s.V1beta1Ingress(
api_version='extensions/v1beta1',
kind='Ingress',
metadata=k8s.V1ObjectMeta(
name=k8s_name,
labels={
'name': k8s_name,
'type': 'nauta-tensorboard',
'nauta_app_name': 'tensorboard',
'id': id
},
annotations={
'nauta.ingress.kubernetes.io/rewrite-target': '/',
'kubernetes.io/ingress.class': 'nauta-ingress'
}),
spec=k8s.V1beta1IngressSpec(rules=[
k8s.V1beta1IngressRule(
host='localhost',
http=k8s.V1beta1HTTPIngressRuleValue(paths=[
k8s.V1beta1HTTPIngressPath(
path='/tb/' + id + "/",
backend=k8s.V1beta1IngressBackend(
service_name=k8s_name, service_port=80))
]))
]))
return cls(deployment=deployment, service=service, ingress=ingress)
def get_container(self, volume_mounts: List[client.V1VolumeMount]):
# We want to serve static files in development, i.e admin page
command = [
"python", "manage.py", "runserver", "0.0.0.0:8080"
] if self.context.minikube else None
return client.V1Container(
image=self.context.image,
image_pull_policy='IfNotPresent',
name='django-app',
ports=[
client.V1ContainerPort(
container_port=8080
)
],
command=command,
volume_mounts=volume_mounts,
env=[
client.V1EnvVar(
name='DATABASE_URL',
value='postgres://*****:*****@postgres-service:5432/dev_db'
),
client.V1EnvVar(
name='ALLOWED_HOSTS',
value='.kangox.com,127.0.0.1,[::1],localhost'
),
client.V1EnvVar(
name='RABBITMQ_PASSWORD',
value_from=client.V1EnvVarSource(
secret_key_ref=client.V1SecretKeySelector(
name='rabbitmq',
key='rabbitmq-password'
)
)
)
],
readiness_probe=client.V1Probe(
http_get=client.V1HTTPGetAction(
path='/ping/',
port=8080,
http_headers=[
client.V1HTTPHeader(
name='Host',
value='127.0.0.1'
)
]
),
period_seconds=5,
initial_delay_seconds=5,
failure_threshold=1,
),
liveness_probe=client.V1Probe(
http_get=client.V1HTTPGetAction(
path='/ping/',
port=8080,
http_headers=[
client.V1HTTPHeader(
name='Host',
value='127.0.0.1'
)
]
),
period_seconds=5,
initial_delay_seconds=5,
failure_threshold=1
)
)
