opni

command module

v0.1.2-rc3 Latest Latest Go to latest Published: Jun 25, 2021 License: Apache-2.0 Imports: 16 Imported by: 0

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Repository

github.com/rancher/opni

README ¶

Opni = AIOps for Kubernetes + Observability Tools

Opni currently features log anomaly detection for Kubernetes.

What does Opni give me?

AI generated insights on your cluster's log messages
- Control Plane & etcd insights
  - Pretrained models maintained by Rancher Labs
  - Only for RKE1, RKE2, k3s clusters
- Workload & application insights
  - Automatically learns what steady-state is in your workloads & applications
  - For any Kubernetes cluster
Every log message sent to Opni will be marked as:
- Normal
- Suspicious - Operators may want to investigate
- Anomalous - Operators definitely should investigate
Open Distro for Elasticsearch + Kibana
- Opni dashboard to consume log insights & explore logs
- Ability to setup & send alerts (slack/email/etc) based on Opni log insights

Try it out!

On a VM with 4 vCPUs & 16 GB RAM:

Create a RKE2 cluster with Opni installed

curl -sfL https://raw.githubusercontent.com/rancher/opni-docs/main/quickstart_files/install_opni.sh | sh -

Copy the NodePort from the script output
- View insights at [IPV4_ADDRESS]:[NODE_PORT]

To inject an error into the demo cluster press 'Enter' when prompted by the script. You can view this in the Opni Dashboard.

Watch a demo of Opni:

What's next?

v0.1.1 (released) allows you to view Opni's log anomaly insights only on a demo environment created on a VM
v0.1.2 (June 25, 2021) will allow you install Opni into your existing Kubernetes cluster and consume log insights from it
v0.2.0 (Fall 2021) will introduce AI applied to metrics, kubernetes events, audit logs, and more!

alt text

License

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Documentation ¶

There is no documentation for this package.

Source Files ¶

View all Source files

main.go

Directories ¶

Path	Synopsis
apis
demo/v1alpha1 Package v1alpha1 contains API Schema definitions for the demo v1alpha1 API group +kubebuilder:object:generate=true +groupName=demo.opni.io	Package v1alpha1 contains API Schema definitions for the demo v1alpha1 API group +kubebuilder:object:generate=true +groupName=demo.opni.io
v1beta1 Package v1beta1 contains API Schema definitions for the opni.io v1beta1 API group +kubebuilder:object:generate=true +groupName=opni.io	Package v1beta1 contains API Schema definitions for the opni.io v1beta1 API group +kubebuilder:object:generate=true +groupName=opni.io
cmd
opnictl
controllers
demo
dagger module
images
otel-collector Module
infra module
pkg
demo
opnictl Package opnictl contains the root of the Opnictl command tree.	Package opnictl contains the root of the Opnictl command tree.
opnictl/commands Package commands contains the opnictl sub-commands.	Package commands contains the opnictl sub-commands.
opnictl/common Package common contains utilities shared between the opnictl commands and the CLI logic that is not tied to any specific command.	Package common contains utilities shared between the opnictl commands and the CLI logic that is not tied to any specific command.
opnictl/helptopics
providers Package providers provides methods to detect different Kubernetes distros.	Package providers provides methods to detect different Kubernetes distros.
test
util/opnictl Package opnictl contains various utility and helper functions that are used by the Opnictl CLI.	Package opnictl contains various utility and helper functions that are used by the Opnictl CLI.
staging Package staging provides a manifest of Kubernetes YAML resources needed to deploy the Opni Manager.	Package staging provides a manifest of Kubernetes YAML resources needed to deploy the Opni Manager.

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