Remove Chocolate Suggestion Service

.github/workflows/publish-algorithm-images.yaml

@@ -24,8 +24,6 @@ jobs:
         include:
           - component-name: suggestion-hyperopt
             dockerfile: cmd/suggestion/hyperopt/v1beta1/Dockerfile
-          - component-name: suggestion-chocolate
-            dockerfile: cmd/suggestion/chocolate/v1beta1/Dockerfile
           - component-name: suggestion-hyperband
             dockerfile: cmd/suggestion/hyperband/v1beta1/Dockerfile
           - component-name: suggestion-skopt

Makefile

@@ -151,7 +151,6 @@ update-boilerplate:
 
 prepare-pytest:
 	pip install -r test/unit/v1beta1/requirements.txt
-	pip install -r cmd/suggestion/chocolate/v1beta1/requirements.txt
 	pip install -r cmd/suggestion/hyperopt/v1beta1/requirements.txt
 	pip install -r cmd/suggestion/skopt/v1beta1/requirements.txt
 	pip install -r cmd/suggestion/optuna/v1beta1/requirements.txt

README.md

@@ -139,7 +139,6 @@ custom algorithm.
 
 To perform above algorithms Katib supports the following frameworks:
 
-- [Chocolate](https://github.com/AIworx-Labs/chocolate)
 - [Goptuna](https://github.com/c-bata/goptuna)
 - [Hyperopt](https://github.com/hyperopt/hyperopt)
 - [Optuna](https://github.com/optuna/optuna)

docs/images-location.md

@@ -151,17 +151,6 @@ and the [Katib Early Stopping algorithms](https://www.kubeflow.org/docs/componen
         <a href="https://github.com/kubeflow/katib/blob/master/cmd/suggestion/hyperopt/v1beta1/Dockerfile">Dockerfile</a>
       </td>
     </tr>
-    <tr align="center">
-      <td>
-        <code>docker.io/kubeflowkatib/suggestion-chocolate</code>
-      </td>
-      <td>
-        <a href="https://github.com/AIworx-Labs/chocolate">Chocolate</a> Suggestion
-      </td>
-      <td>
-        <a href="https://github.com/kubeflow/katib/blob/master/cmd/suggestion/chocolate/v1beta1/Dockerfile">Dockerfile</a>
-      </td>
-    </tr>
     <tr align="center">
       <td>
         <code>docker.io/kubeflowkatib/suggestion-skopt</code>