Envoy Operator
License: Apache License 2.0
This charm encompasses the Kubernetes Python operator for Envoy (see CharmHub).
The Envoy operator is a Python script that wrap the latest released version of Envoy, providing lifecycle management and handling events such as install, upgrade, integrate, and remove.
To install Envoy, run:
juju deploy envoy
For more information, see https://juju.is/docs
![renovate[bot] avatar](https://avatars.githubusercontent.com/in/2740?v=4 "renovate[bot]")
We rewrite all of our charms using the sidecar with base charm pattern instead of the old podspec.
Rewrite the charm using sidecar with base charm pattern.
Charm is rewritten with sidecar with base charm pattern.
All of the tests are rewritten and passing.
When KFP-UI sends a request to envoy in order to fetch ML metadata from metadata-grpc-service, we see the following error:
Cannot find context with {"typeName":"system.PipelineRun","contextName":"2b2eae10-e8fc-4427-8142-7e8c30fcfb27"}: upstream connect error or disconnect/reset before headers. reset reason: connection terminationThis is a message received from envoy service which is probably not configured properly.
Applying upstream envoy Deployment, Service and VirtualService solved the issue, thus we confirm that it's our envoy configuration that creates an issue.
Trying to deploy air gapped I am seing a couple issues with multiple charms
Now, AFAIU there seem to be at least some dependencies like this
kfp-metadata-writer -> mlmd -> envoy
And envoy shows stuck "installing" no much useful logs I could find
# [..] Deploy other charms offline as per kubeflow-bundle repo
juju deploy --trust --debug ./envoy envoy --resource oci-image=10.10.11.39:32000/gcr.io/ml-pipeline/metadata-envoy:2.0.2
# [..] Add relations as per kubeflow-bundle repoKubeflow 1.8/stable
Microk8s 1.28-strict/stable
Juju 3.1.7/stable
Air Gapped
# juju status | grep -v active
Model Controller Cloud/Region Version SLA Timestamp
kubeflow lxd-mgmt microk8s-train/localhost 3.1.7 unsupported 06:04:11Z
App Version Status Scale Charm Channel Rev Address Exposed Message
envoy maintenance 1 envoy 0 no installing charm software
istio-pilot waiting 1 istio-pilot 2 10.152.183.244 no installing agent
kfp-metadata-writer waiting 1 kfp-metadata-writer 0 10.152.183.26 no installing agent
kfp-profile-controller waiting 1 kfp-profile-controller 0 10.152.183.27 no installing agent
kfp-ui waiting 1 kfp-ui 0 10.152.183.127 no installing agent
mlmd .../tfx-oss-public/ml_metad... waiting 1 mlmd 0 10.152.183.212 no List of <ops.model.Relation grpc:25> versions not found for apps: envoy
oidc-gatekeeper waiting 1 oidc-gatekeeper 0 10.152.183.84 no installing agent
Unit Workload Agent Address Ports Message
envoy/0* maintenance executing (leader-elected) installing charm software
istio-pilot/0* waiting idle 10.1.195.250 Execution handled 1 errors. See logs for details.
kfp-metadata-writer/0* blocked idle 10.1.195.245 [relation:grpc] Expected data from exactly 1 related applications - got 0.
kfp-profile-controller/0* maintenance idle 10.1.195.197 Reconciling charm: executing component container:kfp-profile-controller
kfp-ui/0* waiting idle 10.1.195.231 [container:ml-pipeline-ui] Waiting for Pebble services (ml-pipeline-ui). If this persists, it could be a blocking co...
mlmd/0* waiting idle 10.1.195.212 8080/TCP List of <ops.model.Relation grpc:25> versions not found for apps: envoy
oidc-gatekeeper/0* blocked idle 10.1.195.225 Failed to replan
# kk logs envoy-operator-0
Defaulted container "juju-operator" out of: juju-operator, juju-init (init)
2024-02-27 04:53:19 INFO juju.cmd supercommand.go:56 running jujud [3.1.7 0cd207d999fef1fc8b965c410e9f58fafe7ee335 gc go1.21.5]
2024-02-27 04:53:19 DEBUG juju.cmd supercommand.go:57 args: []string{"/var/lib/juju/tools/jujud", "caasoperator", "--application-name=envoy", "--debug"}
2024-02-27 04:53:19 DEBUG juju.agent agent.go:593 read agent config, format "2.0"
2024-02-27 04:53:19 INFO juju.worker.upgradesteps worker.go:60 upgrade steps for 3.1.7 have already been run.
2024-02-27 04:53:19 INFO juju.cmd.jujud caasoperator.go:205 caas operator application-envoy start (3.1.7 [gc])
2024-02-27 04:53:19 DEBUG juju.cmd.jujud runner.go:402 start "api"
2024-02-27 04:53:19 INFO juju.cmd.jujud runner.go:578 start "api"
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "caas-units-manager" manifold worker started at 2024-02-27 04:53:19.415579542 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "clock" manifold worker started at 2024-02-27 04:53:19.416484295 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "upgrade-steps-gate" manifold worker started at 2024-02-27 04:53:19.416651233 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "agent" manifold worker started at 2024-02-27 04:53:19.417316281 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:603 "caas-units-manager" manifold worker completed successfully
2024-02-27 04:53:19 DEBUG juju.worker.introspection worker.go:135 introspection worker listening on "@jujud-application-envoy"
2024-02-27 04:53:19 DEBUG juju.cmd.jujud runner.go:410 "api" started
2024-02-27 04:53:19 DEBUG juju.worker.introspection worker.go:161 stats worker now serving
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "upgrade-steps-flag" manifold worker started at 2024-02-27 04:53:19.426088114 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "caas-units-manager" manifold worker started at 2024-02-27 04:53:19.426203073 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.apicaller connect.go:129 connecting with old password
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "api-config-watcher" manifold worker started at 2024-02-27 04:53:19.428977713 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "migration-fortress" manifold worker started at 2024-02-27 04:53:19.436578166 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.api apiclient.go:1172 successfully dialed "wss://10.10.11.54:17070/model/c41734e0-aa2c-4028-8105-ccefc9d4111e/api"
2024-02-27 04:53:19 INFO juju.api apiclient.go:707 connection established to "wss://10.10.11.54:17070/model/c41734e0-aa2c-4028-8105-ccefc9d4111e/api"
2024-02-27 04:53:19 INFO juju.worker.apicaller connect.go:163 [c41734] "application-envoy" successfully connected to "10.10.11.54:17070"
2024-02-27 04:53:19 DEBUG juju.api monitor.go:35 RPC connection died
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:603 "api-caller" manifold worker completed successfully
2024-02-27 04:53:19 DEBUG juju.worker.apicaller connect.go:129 connecting with old password
2024-02-27 04:53:19 DEBUG juju.api apiclient.go:1172 successfully dialed "wss://10.10.11.54:17070/model/c41734e0-aa2c-4028-8105-ccefc9d4111e/api"
2024-02-27 04:53:19 INFO juju.api apiclient.go:707 connection established to "wss://10.10.11.54:17070/model/c41734e0-aa2c-4028-8105-ccefc9d4111e/api"
2024-02-27 04:53:19 INFO juju.worker.apicaller connect.go:163 [c41734] "application-envoy" successfully connected to "10.10.11.54:17070"
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "api-caller" manifold worker started at 2024-02-27 04:53:19.496843869 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:603 "caas-units-manager" manifold worker completed successfully
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "caas-units-manager" manifold worker started at 2024-02-27 04:53:19.50550414 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "migration-minion" manifold worker started at 2024-02-27 04:53:19.507115444 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "upgrader" manifold worker started at 2024-02-27 04:53:19.507267948 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "log-sender" manifold worker started at 2024-02-27 04:53:19.507510505 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "upgrade-steps-runner" manifold worker started at 2024-02-27 04:53:19.509256653 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:603 "upgrade-steps-runner" manifold worker completed successfully
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "migration-inactive-flag" manifold worker started at 2024-02-27 04:53:19.512624978 +0000 UTC
2024-02-27 04:53:19 INFO juju.worker.caasupgrader upgrader.go:113 abort check blocked until version event received
2024-02-27 04:53:19 DEBUG juju.worker.caasupgrader upgrader.go:128 current agent binary version: 3.1.7
2024-02-27 04:53:19 INFO juju.worker.caasupgrader upgrader.go:119 unblocking abort check
2024-02-27 04:53:19 INFO juju.worker.migrationminion worker.go:142 migration phase is now: NONE
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "charm-dir" manifold worker started at 2024-02-27 04:53:19.522822714 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:618 "operator" manifold worker stopped: fortress operation aborted
stack trace:
github.com/juju/juju/worker/fortress.init:43: fortress operation aborted
github.com/juju/juju/worker/fortress.Occupy:60:
github.com/juju/juju/cmd/jujud/agent/engine.Housing.Decorate.occupyStart.func1:93:
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "secret-drain-worker" manifold worker started at 2024-02-27 04:53:19.523128737 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "api-address-updater" manifold worker started at 2024-02-27 04:53:19.523210402 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.logger logger.go:65 initial log config: "<root>=DEBUG"
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "logging-config-updater" manifold worker started at 2024-02-27 04:53:19.523368699 +0000 UTC
2024-02-27 04:53:19 INFO juju.worker.logger logger.go:120 logger worker started
2024-02-27 04:53:19 DEBUG juju.worker.dependency engine.go:580 "proxy-config-updater" manifold worker started at 2024-02-27 04:53:19.524860739 +0000 UTC
2024-02-27 04:53:19 DEBUG juju.worker.logger logger.go:93 reconfiguring logging from "<root>=DEBUG" to "<root>=INFO"
2024-02-27 04:53:19 WARNING juju.worker.proxyupdater proxyupdater.go:241 unable to set snap core settings [proxy.http= proxy.https= proxy.store=]: exec: "snap": executable file not found in $PATH, output: ""
2024-02-27 04:53:19 INFO juju.worker.caasoperator.charm bundles.go:81 downloading local:focal/envoy-0 from API server
2024-02-27 04:53:19 INFO juju.downloader download.go:109 downloading from local:focal/envoy-0
2024-02-27 04:53:19 INFO juju.downloader download.go:92 download complete ("local:focal/envoy-0")
2024-02-27 04:53:19 INFO juju.downloader download.go:172 download verified ("local:focal/envoy-0")
2024-02-27 04:53:23 INFO juju.worker.caasoperator caasoperator.go:430 operator "envoy" started
2024-02-27 04:53:23 INFO juju.worker.caasoperator.runner runner.go:578 start "envoy/0"
2024-02-27 04:53:23 INFO juju.worker.leadership tracker.go:194 envoy/0 promoted to leadership of envoy
2024-02-27 04:53:23 INFO juju.agent.tools symlinks.go:20 ensure jujuc symlinks in /var/lib/juju/tools/unit-envoy-0
2024-02-27 04:53:23 INFO juju.worker.caasoperator.uniter.envoy/0 uniter.go:363 unit "envoy/0" started
2024-02-27 04:53:23 INFO juju.worker.caasoperator.uniter.envoy/0 uniter.go:689 resuming charm install
2024-02-27 04:53:23 INFO juju.worker.caasoperator.uniter.envoy/0.charm bundles.go:81 downloading local:focal/envoy-0 from API server
2024-02-27 04:53:23 INFO juju.downloader download.go:109 downloading from local:focal/envoy-0
2024-02-27 04:53:23 INFO juju.downloader download.go:92 download complete ("local:focal/envoy-0")
2024-02-27 04:53:24 INFO juju.downloader download.go:172 download verified ("local:focal/envoy-0")
2024-02-27 04:53:27 INFO juju.worker.caasoperator.uniter.envoy/0 uniter.go:389 hooks are retried true
2024-02-27 04:53:27 INFO juju.worker.caasoperator.uniter.envoy/0 resolver.go:165 found queued "install" hook
2024-02-27 04:53:28 INFO juju-log Running legacy hooks/install.
2024-02-27 04:53:29 WARNING juju-log 0 containers are present in metadata.yaml and refresh_event was not specified. Defaulting to update_status. Metrics IP may not be set in a timely fashion.
2024-02-27 04:53:30 INFO juju.worker.caasoperator.uniter.envoy/0.operation runhook.go:186 ran "install" hook (via hook dispatching script: dispatch)
2024-02-27 04:53:30 INFO juju.worker.caasoperator.uniter.envoy/0 resolver.go:165 found queued "leader-elected" hook
2024-02-27 04:53:31 WARNING juju-log 0 containers are present in metadata.yaml and refresh_event was not specified. Defaulting to update_status. Metrics IP may not be set in a timely fashion.No response
This charm is for KFP's metadata-envoy component and not a general envoy component. During the update for CKF 1.8 release, we changed from using image envoyproxy/envoy:v1.12.2 to gcr.io/ml-pipeline/metadata-envoy:2.0.2. This made sense, since the charm is not a really configurable general envoy charm but rather configures envoy in order to imitate the kfp's metadata-envoy functionality.
At the same time, there are two charms in charmhub:
We should archive envoy charm in Charmhub and start publishing under metadata-envoy. This way, we 'll avoid confusion and also make explicit that this is not a generalized envoy charm.
#72 reports envoy not working in an airgapped environment. We need to debug this, fix the issues, and release them to track/2.0
It is unclear what version of envoy was used in the previous failed ckf 1.8 deployments - its possible that:
track/2.0 does actually work in airgappedmain charm works in airgapped now based on other recent changes.If neither work, we need to debug and implement a fix to track/2.0
track/2.0track/2.0 works in airgappedEnvoy needs to be configurable and have a virtual service created and UI components can access it using gRPC-Web protocol.
When running the build_and_deploy integration tests in this PR, if raise_on_blocked is set to True when waiting for idle, the test fails. This is due to a transient blocked status, which shows up in the next test in the file, which hangs on "getting oci-image" for around 5 minutes. Since a blocked status means "I require human intervention", this might just need updating to a maintenance/waiting status.
Test Logs:
I deployed COS and integrated it with envoy:
$ juju status --relations | grep envoy
envoy res:oci-image@cc06b3e active 1 envoy 2.0/stable 101 10.152.183.122 no
grafana-agent-envoy 0.35.2 active 1 grafana-agent-k8s latest/stable 58 10.152.183.22 no
envoy/5* active idle 192.168.13.250 9090,9901/TCP
grafana-agent-envoy/0* active idle 192.168.212.194
cos-loki:logging grafana-agent-envoy:logging-consumer loki_push_api regular
cos-prometheus:receive-remote-write grafana-agent-envoy:send-remote-write prometheus_remote_write regular
envoy:grafana-dashboards cos-grafana:grafana-dashboard grafana_dashboard regular joining
envoy:grafana-dashboards grafana-agent-envoy:grafana-dashboards-consumer grafana_dashboard regular
envoy:metrics-endpoint grafana-agent-envoy:metrics-endpoint prometheus_scrape regular
grafana-agent-envoy:grafana-dashboards-provider cos-grafana:grafana-dashboard grafana_dashboard regular
grafana-agent-envoy:peers grafana-agent-envoy:peers grafana_agent_replica peer
istio-pilot:ingress envoy:ingress ingress regular
mlmd:grpc envoy:grpc grpc regular
As you can see a lot of dashboards have no data:
-No response
When deploying CKF 1.8/stable on airgapped, the envoy charm gets stuck in maintenance with the unit message being (leader-elected) installing charm software.
In the relevant logs, it is observed that envoy charm is trying to download the shcema for the grpc relation.
Looking at the metadata.yaml, the relation is defined as follows:
grpc:
interface: grpc
schema: https://raw.githubusercontent.com/canonical/operator-schemas/master/grpc.yaml
versions: [v1]
Indeed we are using a remote reference for the schema, this is a blocker for deploying envoy in airgapped.
The same applies for the grpc-web relation.
To fix this, we can define the schema in the metadata.yaml and have the url set in the __schema_source attribute for reference.
This was reported in canonical/bundle-kubeflow#818, see point 1..
Deploy envoy 2.0/stable in airgapped
microk8s 1.25-strict/stable
juju 3.1/stable
2024-05-24 07:19:00 ERROR juju-log Uncaught exception while in charm code:
Traceback (most recent call last):
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/connection.py", line 203, in _new_conn
sock = connection.create_connection(
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/util/connection.py", line 60, in create_connection
for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
File "/usr/lib/python3.8/socket.py", line 918, in getaddrinfo
for res in _socket.getaddrinfo(host, port, family, type, proto, flags):
socket.gaierror: [Errno -3] Temporary failure in name resolution
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/connectionpool.py", line 790, in urlopen
response = self._make_request(
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/connectionpool.py", line 491, in _make_request
raise new_e
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/connectionpool.py", line 467, in _make_request
self._validate_conn(conn)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/connectionpool.py", line 1092, in _validate_conn
conn.connect()
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/connection.py", line 611, in connect
self.sock = sock = self._new_conn()
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/connection.py", line 210, in _new_conn
raise NameResolutionError(self.host, self, e) from e
urllib3.exceptions.NameResolutionError: <urllib3.connection.HTTPSConnection object at 0x7bab20b7d940>: Failed to resolve 'raw.githubusercontent.com' ([Errno -3] Temporary failure in name resolution)
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/requests/adapters.py", line 486, in send
resp = conn.urlopen(
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/connectionpool.py", line 844, in urlopen
retries = retries.increment(
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/urllib3/util/retry.py", line 515, in increment
raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type]
urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Max retries exceeded with url: /canonical/operator-schemas/master/grpc.yaml (Caused by NameResolutionError("<urllib3.connection.HTTPSConnection object at 0x7bab20b7d940>: Failed to resolve 'raw.githubusercontent.com' ([Errno -3] Temporary failure in name resolution)"))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "./src/charm.py", line 308, in <module>
main(Operator)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/ops/main.py", line 441, in main
_emit_charm_event(charm, dispatcher.event_name)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/ops/main.py", line 149, in _emit_charm_event
event_to_emit.emit(*args, **kwargs)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/ops/framework.py", line 342, in emit
framework._emit(event)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/ops/framework.py", line 839, in _emit
self._reemit(event_path)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/ops/framework.py", line 928, in _reemit
custom_handler(event)
File "./src/charm.py", line 165, in set_pod_spec
interfaces = self._get_interfaces()
File "./src/charm.py", line 261, in _get_interfaces
interfaces = get_interfaces(self)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/serialized_data_interface/sdi.py", line 351, in get_interfaces
return {
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/serialized_data_interface/sdi.py", line 352, in <dictcomp>
endpoint: get_interface(charm, endpoint)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/serialized_data_interface/sdi.py", line 375, in get_interface
schema = utils.get_schema(interface["schema"])
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/serialized_data_interface/utils.py", line 68, in get_schema
response = _get_schema_response_from_remote(schema)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/serialized_data_interface/utils.py", line 93, in _get_schema_response_from_remote
response = requests.get(url=url, proxies=proxies)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/requests/api.py", line 73, in get
return request("get", url, params=params, **kwargs)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/requests/api.py", line 59, in request
return session.request(method=method, url=url, **kwargs)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
File "/var/lib/juju/agents/unit-envoy-0/charm/venv/requests/adapters.py", line 519, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Max retries exceeded with url: /canonical/operator-schemas/master/grpc.yaml (Caused by NameResolutionError("<urllib3.connection.HTTPSConnection object at 0x7bab20b7d940>: Failed to resolve 'raw.githubusercontent.com' ([Errno -3] Temporary failure in name resolution)"))No response
We should refactor the charm to be configured using a simple yaml file instead of generating it using the envoy_data_plane package for the following reasons.
envoy.yaml file that are visible in PR kubeflow/pipelines#10589. Regarding those:typed_config fields are not supported at the moment from the specific package.envoy.yaml file to the correspond. In other words, it's easier to just copy changes from upstream if we also use a yaml file.max_grpc_timeout). This also resulted in us having a slightly different configuration than upstream.Thus, in order to make our lifes easier, I think we should refactor the
Replace the config generator component with a simple yaml template being rendered and pushed in the container.
Envoy is configurable through a yaml file.
Should this instead be Active and just happen to not have anything to manage?
Each charm has a set of manifest files that have to be upgraded to their target version. The process of upgrading manifest files usually means going to the component’s upstream repository, comparing the charm’s manifest against the one in the repository and adding the missing bits in the charm’s manifest.
Previous versions of this charm use an SDI-backed implementation of the grpc relation with mlmd. For the Charmed Kubeflow 1.9 release, mlmd's relation handling is changing to use the mlops-libs k8s_service_info library. We need to update that here as well to keep them compatible.
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Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.