3. Adding Recommendation Updater Abstraction and VPA Updater [KRUIZE-VPA Integration]

src/main/java/com/autotune/analyzer/exceptions/ApplyRecommendationsError.java

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+/*******************************************************************************
+ * Copyright (c) 2024 Red Hat, IBM Corporation and others.
+ *
+ * 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.
+ *******************************************************************************/
+
+package com.autotune.analyzer.exceptions;
+
+public class ApplyRecommendationsError extends Exception {
+    public ApplyRecommendationsError() {
+    }
+
+    public ApplyRecommendationsError(String message) {
+        super(message);
+    }
+}

src/main/java/com/autotune/analyzer/exceptions/InvalidRecommendationUpdaterType.java

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+/*******************************************************************************
+ * Copyright (c) 2024 Red Hat, IBM Corporation and others.
+ *
+ * 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.
+ *******************************************************************************/
+
+package com.autotune.analyzer.exceptions;
+
+public class InvalidRecommendationUpdaterType extends Exception {
+    public InvalidRecommendationUpdaterType() {
+    }
+
+    public InvalidRecommendationUpdaterType(String message) {
+        super(message);
+    }
+}

src/main/java/com/autotune/analyzer/exceptions/UnableToCreateVPAException.java

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+/*******************************************************************************
+ * Copyright (c) 2024 Red Hat, IBM Corporation and others.
+ *
+ * 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.
+ *******************************************************************************/
+
+package com.autotune.analyzer.exceptions;
+
+public class UnableToCreateVPAException extends Exception {
+    public UnableToCreateVPAException() {
+    }
+
+    public UnableToCreateVPAException(String message) {
+        super(message);
+    }
+}
+

src/main/java/com/autotune/analyzer/recommendations/updater/RecommendationUpdater.java

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+/*******************************************************************************
+ * Copyright (c) 2024 Red Hat, IBM Corporation and others.
+ *
+ * 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.
+ *******************************************************************************/
+
+package com.autotune.analyzer.recommendations.updater;
+
+import com.autotune.analyzer.exceptions.ApplyRecommendationsError;
+import com.autotune.analyzer.exceptions.InvalidRecommendationUpdaterType;
+import com.autotune.analyzer.kruizeObject.KruizeObject;
+
+/**
+ * This interface defines the abstraction for updating resource recommendations in a system.
+ * Implementing classes will provide the logic to update resources with recommendations for a specific resources,
+ * such as CPU, memory, or any other resources that require periodic or dynamic adjustments.
+ *
+ * The RecommendationUpdater interface is designed to be extended by different updater classes.
+ * For example, vpaUpdaterImpl for updating resources with recommendations related to CPU and memory resources.
+ */
+
+public interface RecommendationUpdater {
+    /**
+     * Retrieves an instance of a specific updater implementation based on the provided updater type
+     *
+     * @param updaterType String the type of updater to retrieve
+     * @return RecommendationUpdaterImpl An instance of provided updater type class
+     * @throws InvalidRecommendationUpdaterType If the provided updater type doesn't match any valid type of updater.
+     */
+    RecommendationUpdaterImpl getUpdaterInstance(String updaterType) throws InvalidRecommendationUpdaterType;
+
+    /**
+     * Checks whether the necessary updater dependencies are installed or available in the system.
+     *
+     * @return boolean true if the required updaters are installed, false otherwise.
+     */
+    boolean isUpdaterInstalled();
+
+    /**
+     * Generates resource recommendations for a specific experiment based on the experiment's name.
+     *
+     * @param experimentName String The name of the experiment for which the resource recommendations should be generated.
+     * @return KruizeObject containing recommendations
+     */
+    KruizeObject generateResourceRecommendationsForExperiment(String experimentName);
+
+    /**
+     * Applies the resource recommendations contained within the provided KruizeObject
+     * This method will take the KruizeObject, which contains the resource recommendations,
+     * and apply them to the desired resources.
+     *
+     * @param kruizeObject KruizeObject containing the resource recommendations to be applied.
+     * @throws ApplyRecommendationsError in case of any error.
+     */
+    void applyResourceRecommendationsForExperiment(KruizeObject kruizeObject) throws ApplyRecommendationsError;
+}

src/main/java/com/autotune/analyzer/recommendations/updater/RecommendationUpdaterImpl.java

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+/*******************************************************************************
+ * Copyright (c) 2024 Red Hat, IBM Corporation and others.
+ *
+ * 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.
+ *******************************************************************************/
+
+package com.autotune.analyzer.recommendations.updater;
+
+import com.autotune.analyzer.exceptions.ApplyRecommendationsError;
+import com.autotune.analyzer.exceptions.FetchMetricsError;
+import com.autotune.analyzer.exceptions.InvalidRecommendationUpdaterType;
+import com.autotune.analyzer.kruizeObject.KruizeObject;
+import com.autotune.analyzer.recommendations.engine.RecommendationEngine;
+import com.autotune.analyzer.recommendations.updater.vpa.VpaUpdaterImpl;
+import com.autotune.analyzer.utils.AnalyzerConstants;
+import com.autotune.analyzer.utils.AnalyzerErrorConstants;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class RecommendationUpdaterImpl implements RecommendationUpdater {
+
+    private static final Logger LOGGER = LoggerFactory.getLogger(RecommendationUpdaterImpl.class);
+
+    /**
+     * Retrieves an instance of a specific updater implementation based on the provided updater type
+     *
+     * @param updaterType String the type of updater to retrieve
+     * @return RecommendationUpdaterImpl An instance of provided updater type class
+     * @throws InvalidRecommendationUpdaterType If the provided updater type doesn't match any valid type of updater.
+     */
+    @Override
+    public RecommendationUpdaterImpl getUpdaterInstance(String updaterType) throws InvalidRecommendationUpdaterType {
+        if (AnalyzerConstants.RecommendationUpdaterConstants.SupportedUpdaters.VPA.equalsIgnoreCase(updaterType)) {
+            return VpaUpdaterImpl.getInstance();
+        } else {
+            throw new InvalidRecommendationUpdaterType(String.format(AnalyzerErrorConstants.RecommendationUpdaterErrors.UNSUPPORTED_UPDATER_TYPE, updaterType));
+        }
+    }
+
+    /**
+     * Checks whether the necessary updater dependencies are installed or available in the system.
+     * @return boolean true if the required updaters are installed, false otherwise.
+     */
+    @Override
+    public boolean isUpdaterInstalled() {
+        /*
+        * This function will be implemented by specific updater type child classes
+        */
+        return false;
+    }
+
+    /**
+     * Generates resource recommendations for a specific experiment based on the experiment's name.
+     *
+     * @param experimentName String The name of the experiment for which the resource recommendations should be generated.
+     * @return KruizeObject containing recommendations
+     */
+    @Override
+    public KruizeObject generateResourceRecommendationsForExperiment(String experimentName) {
+        try {
+            LOGGER.info(AnalyzerConstants.RecommendationUpdaterConstants.InfoMsgs.GENERATING_RECOMMENDATIONS, experimentName);
+            // generating latest recommendations for experiment
+            RecommendationEngine recommendationEngine = new RecommendationEngine(experimentName, null, null);
+            int calCount = 0;
+            String validationMessage = recommendationEngine.validate_local();
+            if (validationMessage.isEmpty()) {
+                KruizeObject kruizeObject = recommendationEngine.prepareRecommendations(calCount, null);
+                if (kruizeObject.getValidation_data().isSuccess()) {
+                    LOGGER.info(AnalyzerConstants.RecommendationUpdaterConstants.InfoMsgs.GENERATED_RECOMMENDATIONS, experimentName);
+                    return kruizeObject;
+                } else {
+                    throw new Exception(kruizeObject.getValidation_data().getMessage());
+                }
+            } else {
+                throw new Exception(validationMessage);
+            }
+        } catch (Exception | FetchMetricsError e) {
+            LOGGER.error(AnalyzerErrorConstants.RecommendationUpdaterErrors.GENERATE_RECOMMNEDATION_FAILED, experimentName);
+            LOGGER.debug(e.getMessage());
+            return null;
+        }
+    }
+
+    /**
+     * Applies the resource recommendations contained within the provided KruizeObject
+     * This method will take the KruizeObject, which contains the resource recommendations,
+     * and apply them to the desired resources.
+     *
+     * @param kruizeObject KruizeObject containing the resource recommendations to be applied.
+     * @throws ApplyRecommendationsError in case of any error.
+     */
+    @Override
+    public void applyResourceRecommendationsForExperiment(KruizeObject kruizeObject) throws ApplyRecommendationsError {
+        /*
+         * This function will be implemented by specific updater type child classes
+         */
+    }
+}