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feat: kfp-viz sidecar rewrite with base charm (#309)
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based on #305 due to unverified commits

Rewrite the `kfp-viz` charm, migrating it from podspec to sidecar using the reusable base charm in charmed-kubeflow-chisme. More details on the base charm [in this README.md](https://github.com/canonical/charmed-kubeflow-chisme/tree/main/src/charmed_kubeflow_chisme/components#readme)
# Summary of changes
- rewrites all charm logic in terms of Components
- implements the Pebble container
- implements the relation handler
- refactors the unit tests to use the base charm tooling
- modifies requirements.in and requirements-unit.in and updates the requirements-*.txt's

**NOTE:** Due to deployment parameter in PodSpec version, kfp-persistence cannot be upgraded using Juju refresh:
juju.errors.JujuAPIError: Juju on containers does not support updating deployment info for services.
Upgrade will be done by re-deploying the charm.

Need to update bunde definition to include trust: https://github.com/canonical/bundle-kubeflow/blob/main/releases/latest/edge/bundle.yaml#L120
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NohaIhab authored Aug 24, 2023
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2 changes: 1 addition & 1 deletion charms/kfp-viz/README.md
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Expand Up @@ -8,6 +8,6 @@ Visualization (see [CharmHub](https://charmhub.io/?q=kfp-viz)).

To install Kubeflow Pipelines Visualization, run:

juju deploy kfp-viz
juju deploy kfp-viz --trust

For more information, see https://juju.is/docs
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# Copyright 2021 Canonical Ltd.
# See LICENSE file for licensing details.

"""# KubernetesServicePatch Library.
This library is designed to enable developers to more simply patch the Kubernetes Service created
by Juju during the deployment of a sidecar charm. When sidecar charms are deployed, Juju creates a
service named after the application in the namespace (named after the Juju model). This service by
default contains a "placeholder" port, which is 65536/TCP.
When modifying the default set of resources managed by Juju, one must consider the lifecycle of the
charm. In this case, any modifications to the default service (created during deployment), will be
overwritten during a charm upgrade.
When initialised, this library binds a handler to the parent charm's `install` and `upgrade_charm`
events which applies the patch to the cluster. This should ensure that the service ports are
correct throughout the charm's life.
The constructor simply takes a reference to the parent charm, and a list of
[`lightkube`](https://github.com/gtsystem/lightkube) ServicePorts that each define a port for the
service. For information regarding the `lightkube` `ServicePort` model, please visit the
`lightkube` [docs](https://gtsystem.github.io/lightkube-models/1.23/models/core_v1/#serviceport).
Optionally, a name of the service (in case service name needs to be patched as well), labels,
selectors, and annotations can be provided as keyword arguments.
## Getting Started
To get started using the library, you just need to fetch the library using `charmcraft`. **Note
that you also need to add `lightkube` and `lightkube-models` to your charm's `requirements.txt`.**
```shell
cd some-charm
charmcraft fetch-lib charms.observability_libs.v1.kubernetes_service_patch
cat << EOF >> requirements.txt
lightkube
lightkube-models
EOF
```
Then, to initialise the library:
For `ClusterIP` services:
```python
# ...
from charms.observability_libs.v1.kubernetes_service_patch import KubernetesServicePatch
from lightkube.models.core_v1 import ServicePort
class SomeCharm(CharmBase):
def __init__(self, *args):
# ...
port = ServicePort(443, name=f"{self.app.name}")
self.service_patcher = KubernetesServicePatch(self, [port])
# ...
```
For `LoadBalancer`/`NodePort` services:
```python
# ...
from charms.observability_libs.v1.kubernetes_service_patch import KubernetesServicePatch
from lightkube.models.core_v1 import ServicePort
class SomeCharm(CharmBase):
def __init__(self, *args):
# ...
port = ServicePort(443, name=f"{self.app.name}", targetPort=443, nodePort=30666)
self.service_patcher = KubernetesServicePatch(
self, [port], "LoadBalancer"
)
# ...
```
Port protocols can also be specified. Valid protocols are `"TCP"`, `"UDP"`, and `"SCTP"`
```python
# ...
from charms.observability_libs.v1.kubernetes_service_patch import KubernetesServicePatch
from lightkube.models.core_v1 import ServicePort
class SomeCharm(CharmBase):
def __init__(self, *args):
# ...
tcp = ServicePort(443, name=f"{self.app.name}-tcp", protocol="TCP")
udp = ServicePort(443, name=f"{self.app.name}-udp", protocol="UDP")
sctp = ServicePort(443, name=f"{self.app.name}-sctp", protocol="SCTP")
self.service_patcher = KubernetesServicePatch(self, [tcp, udp, sctp])
# ...
```
Bound with custom events by providing `refresh_event` argument:
For example, you would like to have a configurable port in your charm and want to apply
service patch every time charm config is changed.
```python
from charms.observability_libs.v1.kubernetes_service_patch import KubernetesServicePatch
from lightkube.models.core_v1 import ServicePort
class SomeCharm(CharmBase):
def __init__(self, *args):
# ...
port = ServicePort(int(self.config["charm-config-port"]), name=f"{self.app.name}")
self.service_patcher = KubernetesServicePatch(
self,
[port],
refresh_event=self.on.config_changed
)
# ...
```
Additionally, you may wish to use mocks in your charm's unit testing to ensure that the library
does not try to make any API calls, or open any files during testing that are unlikely to be
present, and could break your tests. The easiest way to do this is during your test `setUp`:
```python
# ...
@patch("charm.KubernetesServicePatch", lambda x, y: None)
def setUp(self, *unused):
self.harness = Harness(SomeCharm)
# ...
```
"""

import logging
from types import MethodType
from typing import List, Literal, Optional, Union

from lightkube import ApiError, Client
from lightkube.core import exceptions
from lightkube.models.core_v1 import ServicePort, ServiceSpec
from lightkube.models.meta_v1 import ObjectMeta
from lightkube.resources.core_v1 import Service
from lightkube.types import PatchType
from ops.charm import CharmBase
from ops.framework import BoundEvent, Object

logger = logging.getLogger(__name__)

# The unique Charmhub library identifier, never change it
LIBID = "0042f86d0a874435adef581806cddbbb"

# Increment this major API version when introducing breaking changes
LIBAPI = 1

# Increment this PATCH version before using `charmcraft publish-lib` or reset
# to 0 if you are raising the major API version
LIBPATCH = 7

ServiceType = Literal["ClusterIP", "LoadBalancer"]


class KubernetesServicePatch(Object):
"""A utility for patching the Kubernetes service set up by Juju."""

def __init__(
self,
charm: CharmBase,
ports: List[ServicePort],
service_name: Optional[str] = None,
service_type: ServiceType = "ClusterIP",
additional_labels: Optional[dict] = None,
additional_selectors: Optional[dict] = None,
additional_annotations: Optional[dict] = None,
*,
refresh_event: Optional[Union[BoundEvent, List[BoundEvent]]] = None,
):
"""Constructor for KubernetesServicePatch.
Args:
charm: the charm that is instantiating the library.
ports: a list of ServicePorts
service_name: allows setting custom name to the patched service. If none given,
application name will be used.
service_type: desired type of K8s service. Default value is in line with ServiceSpec's
default value.
additional_labels: Labels to be added to the kubernetes service (by default only
"app.kubernetes.io/name" is set to the service name)
additional_selectors: Selectors to be added to the kubernetes service (by default only
"app.kubernetes.io/name" is set to the service name)
additional_annotations: Annotations to be added to the kubernetes service.
refresh_event: an optional bound event or list of bound events which
will be observed to re-apply the patch (e.g. on port change).
The `install` and `upgrade-charm` events would be observed regardless.
"""
super().__init__(charm, "kubernetes-service-patch")
self.charm = charm
self.service_name = service_name if service_name else self._app
self.service = self._service_object(
ports,
service_name,
service_type,
additional_labels,
additional_selectors,
additional_annotations,
)

# Make mypy type checking happy that self._patch is a method
assert isinstance(self._patch, MethodType)
# Ensure this patch is applied during the 'install' and 'upgrade-charm' events
self.framework.observe(charm.on.install, self._patch)
self.framework.observe(charm.on.upgrade_charm, self._patch)
self.framework.observe(charm.on.update_status, self._patch)

# apply user defined events
if refresh_event:
if not isinstance(refresh_event, list):
refresh_event = [refresh_event]

for evt in refresh_event:
self.framework.observe(evt, self._patch)

def _service_object(
self,
ports: List[ServicePort],
service_name: Optional[str] = None,
service_type: ServiceType = "ClusterIP",
additional_labels: Optional[dict] = None,
additional_selectors: Optional[dict] = None,
additional_annotations: Optional[dict] = None,
) -> Service:
"""Creates a valid Service representation.
Args:
ports: a list of ServicePorts
service_name: allows setting custom name to the patched service. If none given,
application name will be used.
service_type: desired type of K8s service. Default value is in line with ServiceSpec's
default value.
additional_labels: Labels to be added to the kubernetes service (by default only
"app.kubernetes.io/name" is set to the service name)
additional_selectors: Selectors to be added to the kubernetes service (by default only
"app.kubernetes.io/name" is set to the service name)
additional_annotations: Annotations to be added to the kubernetes service.
Returns:
Service: A valid representation of a Kubernetes Service with the correct ports.
"""
if not service_name:
service_name = self._app
labels = {"app.kubernetes.io/name": self._app}
if additional_labels:
labels.update(additional_labels)
selector = {"app.kubernetes.io/name": self._app}
if additional_selectors:
selector.update(additional_selectors)
return Service(
apiVersion="v1",
kind="Service",
metadata=ObjectMeta(
namespace=self._namespace,
name=service_name,
labels=labels,
annotations=additional_annotations, # type: ignore[arg-type]
),
spec=ServiceSpec(
selector=selector,
ports=ports,
type=service_type,
),
)

def _patch(self, _) -> None:
"""Patch the Kubernetes service created by Juju to map the correct port.
Raises:
PatchFailed: if patching fails due to lack of permissions, or otherwise.
"""
try:
client = Client()
except exceptions.ConfigError as e:
logger.warning("Error creating k8s client: %s", e)
return

try:
if self._is_patched(client):
return
if self.service_name != self._app:
self._delete_and_create_service(client)
client.patch(Service, self.service_name, self.service, patch_type=PatchType.MERGE)
except ApiError as e:
if e.status.code == 403:
logger.error("Kubernetes service patch failed: `juju trust` this application.")
else:
logger.error("Kubernetes service patch failed: %s", str(e))
else:
logger.info("Kubernetes service '%s' patched successfully", self._app)

def _delete_and_create_service(self, client: Client):
service = client.get(Service, self._app, namespace=self._namespace)
service.metadata.name = self.service_name # type: ignore[attr-defined]
service.metadata.resourceVersion = service.metadata.uid = None # type: ignore[attr-defined] # noqa: E501
client.delete(Service, self._app, namespace=self._namespace)
client.create(service)

def is_patched(self) -> bool:
"""Reports if the service patch has been applied.
Returns:
bool: A boolean indicating if the service patch has been applied.
"""
client = Client()
return self._is_patched(client)

def _is_patched(self, client: Client) -> bool:
# Get the relevant service from the cluster
try:
service = client.get(Service, name=self.service_name, namespace=self._namespace)
except ApiError as e:
if e.status.code == 404 and self.service_name != self._app:
return False
logger.error("Kubernetes service get failed: %s", str(e))
raise

# Construct a list of expected ports, should the patch be applied
expected_ports = [(p.port, p.targetPort) for p in self.service.spec.ports]
# Construct a list in the same manner, using the fetched service
fetched_ports = [
(p.port, p.targetPort) for p in service.spec.ports # type: ignore[attr-defined]
] # noqa: E501
return expected_ports == fetched_ports

@property
def _app(self) -> str:
"""Name of the current Juju application.
Returns:
str: A string containing the name of the current Juju application.
"""
return self.charm.app.name

@property
def _namespace(self) -> str:
"""The Kubernetes namespace we're running in.
Returns:
str: A string containing the name of the current Kubernetes namespace.
"""
with open("/var/run/secrets/kubernetes.io/serviceaccount/namespace", "r") as f:
return f.read().strip()
11 changes: 6 additions & 5 deletions charms/kfp-viz/metadata.yaml
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@@ -1,14 +1,15 @@
name: kfp-viz
summary: Reusable end-to-end ML workflows built using the Kubeflow Pipelines SDK
description: |
Machine learning (ML) toolkit that is dedicated to making deployments
of ML workflows on Kubernetes simple, portable, and scalable.
series: [kubernetes]
min-juju-version: "2.9.0"
The Kubeflow Pipelines visualization service is responsible for generating
a visualization from a request provided by the API server.
containers:
ml-pipeline-visualizationserver:
resource: oci-image
resources:
oci-image:
type: oci-image
description: Backing OCI image
description: OCI image for ml-pipeline-visualizationserver
upstream-source: gcr.io/ml-pipeline/visualization-server:2.0.0-alpha.7
provides:
kfp-viz:
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2 changes: 0 additions & 2 deletions charms/kfp-viz/requirements-unit.in
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Expand Up @@ -14,10 +14,8 @@
# * Pinning a version of a python package/lib shared with requirements.in
# must not introduce any incompatibilities.
coverage
oci-image
ops
pytest
pytest-mock
pytest-lazy-fixture
pyyaml
-r requirements.in
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