https://github.com/trendyol/mlflow-operator

Last synced: 6 months ago
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Kubernetes Operator for MLflow

Host: GitHub
URL: https://github.com/trendyol/mlflow-operator
Owner: Trendyol
License: mit
Created: 2023-08-21T23:59:57.000Z (over 2 years ago)
Default Branch: master
Last Pushed: 2025-01-30T11:26:21.000Z (11 months ago)
Last Synced: 2025-01-30T12:26:24.271Z (11 months ago)
Language: Go
Homepage:
Size: 22 MB
Stars: 6
Watchers: 6
Forks: 0
Open Issues: 6
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE

README

# mlflow-operator

## Description

> This project aims to provide a Kubernetes Operator for [MLflow](https://mlflow.org/).

### Running on the local

> Check [local](LOCAL.md) steps for running on your local machine.

### Running on the cluster

```sh
# Install the CRDs into the cluster
make install
```

```sh
# Install instances of CR
kubectl apply -f config/samples/
```

```sh
# Build and push your image
make docker-build docker-push IMG=/mlflow-operator:tag
```

```sh
# Deploy the controller to the cluster
make deploy IMG=/mlflow-operator:tag
```

### Clean from cluster

```sh
# To delete the CRDs from the cluster
make uninstall
```

```sh
# Undeploy the controller from the cluster
make undeploy
```

### Modifying the API definitions

If you are editing the API definitions, generate the manifests such as CRs or CRDs using:

```sh
make manifests
make generate
```