SearchBackPressure Policy/Decider Generic Framework Added (#461)

* Remove log files and add DCO (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Remove extra files (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Remove styling difference (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Remove unnecessary file changes (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add RCA_Decider (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Extract Heap Usage from SQlitedb (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Extract required searchbp metrics for deciders (signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add SearchBackPressureRCA Metric (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Use SearchBackPressureRCAMetrics to aggregate metrics (signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add the conf file extracted part for SearchBackPressureRcaConfig.java (signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add MinMaxSlidingWindow in OldGenRca (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Rename SearchBackPressureClusterRCA and add it to AnalysisGraph (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add basic UTs for SearchBackPressureRCA cluster/node level (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add unhealthy/healthy stats UTs for SearchBackPressureRCA cluster/node level (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add healthy resource unit UT (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add UT s both shard/task level (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add a new SearchBp Resource Unit (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add UTs to test shard/task level resource include-ness (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Remove styling changes for Version.java (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add metadata to resourceSummary (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Update to more general framework (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Refactor the MinMaxSlidingWindow and bug fix (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Refactor Heap Stats Metrics Getter(Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Refactor HeapUsed and HeapMax Getters (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Refactor operate() (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Refactor operate() and remove dead comments (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add new ActionPojo for Searchbp (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add new ActionPojo for Searchbp#2 (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Update SearchBackPressureAction (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add Searchbp Decider (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add Searchbp Policy and Config (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add dummy Searchbp Policy and Config in OpenSearchAnalysis Graph (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Update SearchBackpressure Policy (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Update SearchBackpressure Policy (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Merged Main (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add new AlarmMonitor (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Workable decider (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Workable decider (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Workable pipeline (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Workable pipeline (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Update ActionPojo (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Framework can read from config (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add Policy Increase/Decrease Alarm (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Generic Framework can generate shard/task and increase/decrease actions (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Generic Framework can generate specific actions and read from config (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * removed dead comment for SearchBpActionConfig.java (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * removed dead comment for action/polict (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * removed dead comment for action/policy (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add increase/decrease direction for ActionPojo (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * remove trailing (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Restore to workable solution Signed-off-by: CoderJeffrey <[email protected]> * Restore to workable solution (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * remove hourly window size and bucket size (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add hourMonitorConfig to set up alarm monitor (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Remove unused counter (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * change field description (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * refactor (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * enum added for direction and shard/task dimension (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Use enum for Dimension/Direction for Searchbp Action (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Add lambda function for next() in OldGenRCA (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Merged main with build.gradle (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * resolve nit#1 (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * resolve nit#2 (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * refactor OpenSearchAnalysisGraph (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * stream() refactor (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * null check refactor (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Change LOG to debug level for unnecessary info (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * refactor shar/task issue (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * nit fix (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Added JavaDoc for Searchbp Action (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * SearchBackPressureIssue Interface created for refactor (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> * Remove dead comment (Signed-off-by: Jeffrey Liu [email protected]) Signed-off-by: CoderJeffrey <[email protected]> --------- Signed-off-by: CoderJeffrey <[email protected]>
opensearch-project · Aug 3, 2023 · 749da27 · 749da27
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diff --git a/...va/org/opensearch/performanceanalyzer/decisionmaker/actions/SearchBackPressureAction.java b/...va/org/opensearch/performanceanalyzer/decisionmaker/actions/SearchBackPressureAction.java
@@ -0,0 +1,308 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+package org.opensearch.performanceanalyzer.decisionmaker.actions;
+
+
+import com.google.gson.Gson;
+import com.google.gson.GsonBuilder;
+import com.google.gson.annotations.SerializedName;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.opensearch.performanceanalyzer.AppContext;
+import org.opensearch.performanceanalyzer.rca.store.rca.cluster.NodeKey;
+
+public class SearchBackPressureAction extends SuppressibleAction {
+    private static final Logger LOG = LogManager.getLogger(SearchBackPressureAction.class);
+    public static final String NAME = "SearchBackPressureAction";
+    private static final ImpactVector NO_IMPACT = new ImpactVector();
+
+    /*
+     * Time to wait since last recommendation, before suggesting this action again
+     */
+    private static final long DEFAULT_COOL_OFF_PERIOD_IN_MILLIS = TimeUnit.DAYS.toMillis(1);
+
+    /* From Config Per Diumension Type
+     *  canUpdate: whether the action should be emitted
+     *  coolOffPeriodInMillis: how long the CoolOffPeriod the action should before reemit
+     *  thresholdName: the name of threshold we are tuning  (e.g. node_duress.cpu_threshold, search_heap_threshold)
+     *  dimension: indicates whether the resource unit is caused by shard/task level searchbackpressure cancellation stats
+     *  Step Size in percentage: how much should the threshold change in percentage
+     */
+    private boolean canUpdate;
+    private long coolOffPeriodInMillis;
+    private String thresholdName;
+
+    private SearchbpDimension dimension;
+    private SearchbpThresholdActionDirection direction;
+    private double stepSizeInPercentage;
+
+    public SearchBackPressureAction(
+            final AppContext appContext,
+            final boolean canUpdate,
+            final long coolOffPeriodInMillis,
+            final String thresholdName,
+            final SearchbpDimension dimension,
+            final SearchbpThresholdActionDirection direction,
+            final double stepSizeInPercentage) {
+        super(appContext);
+        this.canUpdate = canUpdate;
+        this.coolOffPeriodInMillis = coolOffPeriodInMillis;
+        this.thresholdName = thresholdName;
+        this.dimension = dimension;
+        this.direction = direction;
+        this.stepSizeInPercentage = stepSizeInPercentage;
+    }
+
+    @Override
+    public String name() {
+        return NAME;
+    }
+
+    @Override
+    public boolean canUpdate() {
+        return canUpdate;
+    }
+
+    @Override
+    public long coolOffPeriodInMillis() {
+        return coolOffPeriodInMillis;
+    }
+
+    @Override
+    public List<NodeKey> impactedNodes() {
+        // all nodes are impacted by this change
+        return appContext.getDataNodeInstances().stream()
+                .map(NodeKey::new)
+                .collect(Collectors.toList());
+    }
+
+    /* Search Back Pressure Decider/Policy only tunes searchbackpressure related thresholds (e.g. search_backpressure.search_task_heap_threshold)
+     * and it does not correlate directly with any current dimension in the ImpactVector (e.g. CPU/HEAP).
+     * And the current Searchbp actions only adjust heap related Searchbp Thresholds for now.
+     * Dimensions in ImpactVector is used by collator to determine which action should be emitted to Publisher,
+     * eventually which actions should the downstream class execute. So if there are 2 actions emitting in the same time, one increase CPU and one decrease it, the collator cancel out the actions.
+     * However, since for Searchbp Actions we only tune the searchbp threshold once per time (it's impossible for 2 actions emitting in the same time that increase and decrease searchbackpressure heap usage threshold).
+     * Therefore, we put no Impact for ImpactVector for Searchbp Actions.
+     */
+    @Override
+    public Map<NodeKey, ImpactVector> impact() {
+        Map<NodeKey, ImpactVector> impact = new HashMap<>();
+        for (NodeKey key : impactedNodes()) {
+            impact.put(key, NO_IMPACT);
+        }
+        return impact;
+    }
+
+    public String getThresholdName() {
+        return thresholdName;
+    }
+
+    public String getDimension() {
+        return dimension.toString();
+    }
+
+    public String getDirection() {
+        return direction.toString();
+    }
+
+    public double getStepSizeInPercentage() {
+        return stepSizeInPercentage;
+    }
+
+    @Override
+    public String summary() {
+        Summary summary =
+                new Summary(
+                        thresholdName,
+                        dimension.toString(),
+                        direction.toString(),
+                        stepSizeInPercentage,
+                        DEFAULT_COOL_OFF_PERIOD_IN_MILLIS,
+                        canUpdate);
+        return summary.toJson();
+    }
+
+    public static final class Builder {
+        public static final boolean DEFAULT_CAN_UPDATE = true;
+
+        private final AppContext appContext;
+        private final String thresholdName;
+        private final SearchbpDimension dimension;
+        private final SearchbpThresholdActionDirection direction;
+        private boolean canUpdate;
+        private double stepSizeInPercentage;
+        private long coolOffPeriodInMillis;
+
+        private Builder(
+                final AppContext appContext,
+                final String thresholdName,
+                final SearchbpDimension dimension,
+                final SearchbpThresholdActionDirection direction,
+                final long coolOffPeriodInMillis) {
+            this.appContext = appContext;
+            this.thresholdName = thresholdName;
+            this.dimension = dimension;
+            this.direction = direction;
+            this.coolOffPeriodInMillis = coolOffPeriodInMillis;
+            this.canUpdate = DEFAULT_CAN_UPDATE;
+        }
+
+        public Builder stepSizeInPercentage(double stepSizeInPercentage) {
+            this.stepSizeInPercentage = stepSizeInPercentage;
+            return this;
+        }
+
+        public Builder coolOffPeriodInMillis(long coolOffPeriodInMillis) {
+            this.coolOffPeriodInMillis = coolOffPeriodInMillis;
+            return this;
+        }
+
+        public SearchBackPressureAction build() {
+            return new SearchBackPressureAction(
+                    appContext,
+                    canUpdate,
+                    coolOffPeriodInMillis,
+                    thresholdName,
+                    dimension,
+                    direction,
+                    stepSizeInPercentage);
+        }
+    }
+
+    /* Write Static Class Summary to conver the Searchbp Action POJO to JSON Object
+     * Key fields to be included
+     *  1. ThresholdName: name of the SearchBackPressure threshold to be tuned
+     *  2. Dimension of the action (Shard/Task)
+     *  3. Direction of the action (Increase/Decrease)
+     *  3. StepSizeInPercentage to change the threshold
+     *  4. CoolOffPeriodInMillis for the action
+     *  5. canUpdate (whether the action should be emitted)
+     */
+    public static class Summary {
+        public static final String THRESHOLD_NAME = "thresholdName";
+        public static final String SEARCHBP_DIMENSION = "searchbpDimension";
+        public static final String DIRECTION = "direction";
+        public static final String STEP_SIZE_IN_PERCENTAGE = "stepSizeInPercentage";
+        public static final String COOL_OFF_PERIOD = "coolOffPeriodInMillis";
+        public static final String CAN_UPDATE = "canUpdate";
+
+        @SerializedName(value = THRESHOLD_NAME)
+        private String thresholdName;
+
+        @SerializedName(value = SEARCHBP_DIMENSION)
+        private String searchbpSettingDimension;
+
+        @SerializedName(value = DIRECTION)
+        private String direction;
+
+        @SerializedName(value = STEP_SIZE_IN_PERCENTAGE)
+        private double stepSizeInPercentage;
+
+        @SerializedName(value = COOL_OFF_PERIOD)
+        private long coolOffPeriodInMillis;
+
+        @SerializedName(value = CAN_UPDATE)
+        private boolean canUpdate;
+
+        public Summary(
+                String thresholdName,
+                String searchbpSettingDimension,
+                String direction,
+                double stepSizeInPercentage,
+                long coolOffPeriodInMillis,
+                boolean canUpdate) {
+            this.thresholdName = thresholdName;
+            this.searchbpSettingDimension = searchbpSettingDimension;
+            this.direction = direction;
+            this.stepSizeInPercentage = stepSizeInPercentage;
+            this.coolOffPeriodInMillis = coolOffPeriodInMillis;
+            this.canUpdate = canUpdate;
+        }
+
+        /*
+         * ThresholdName is the name of the setting to be modified
+         * e.g. node_duress.cpu_threshold, node_duress.search_heap_threshold
+         */
+        public String getThresholdName() {
+            return thresholdName;
+        }
+
+        public String getSearchbpSettingDimension() {
+            return searchbpSettingDimension;
+        }
+
+        public String getDirection() {
+            return direction;
+        }
+
+        public double getStepSizeInPercentage() {
+            return stepSizeInPercentage;
+        }
+
+        public long getCoolOffPeriodInMillis() {
+            return coolOffPeriodInMillis;
+        }
+
+        public boolean getCanUpdate() {
+            return canUpdate;
+        }
+
+        public String toJson() {
+            Gson gson = new GsonBuilder().disableHtmlEscaping().create();
+            return gson.toJson(this);
+        }
+    }
+
+    // enum to indicate to increase/decrease the threshold
+    public enum SearchbpThresholdActionDirection {
+        INCREASE(SearchbpThresholdActionDirection.Constants.INCREASE),
+        DECREASE(SearchbpThresholdActionDirection.Constants.DECREASE);
+
+        private final String value;
+
+        SearchbpThresholdActionDirection(String value) {
+            this.value = value;
+        }
+
+        @Override
+        public String toString() {
+            return value;
+        }
+
+        public static class Constants {
+            public static final String INCREASE = "increase";
+            public static final String DECREASE = "decrease";
+        }
+    }
+
+    // enum to indicate to whether the action is caused by shard/task level searchbackpressure
+    // cancellation
+    public enum SearchbpDimension {
+        SHARD(SearchbpDimension.Constants.SHARD),
+        TASK(SearchbpDimension.Constants.TASK);
+
+        private final String value;
+
+        SearchbpDimension(String value) {
+            this.value = value;
+        }
+
+        @Override
+        public String toString() {
+            return value;
+        }
+
+        public static class Constants {
+            public static final String SHARD = "shard";
+            public static final String TASK = "task";
+        }
+    }
+}
diff --git a/...java/org/opensearch/performanceanalyzer/decisionmaker/deciders/configs/DeciderConfig.java b/...java/org/opensearch/performanceanalyzer/decisionmaker/deciders/configs/DeciderConfig.java
@@ -8,6 +8,7 @@
 
 import org.opensearch.performanceanalyzer.decisionmaker.deciders.configs.jvm.OldGenDecisionPolicyConfig;
 import org.opensearch.performanceanalyzer.decisionmaker.deciders.configs.jvm.young_gen.JvmGenTuningPolicyConfig;
+import org.opensearch.performanceanalyzer.decisionmaker.deciders.configs.searchbackpressure.SearchBackPressurePolicyConfig;
 import org.opensearch.performanceanalyzer.rca.framework.core.NestedConfig;
 import org.opensearch.performanceanalyzer.rca.framework.core.RcaConf;
 
@@ -28,11 +29,14 @@ public class DeciderConfig {
     private static final String OLD_GEN_DECISION_POLICY_CONFIG_NAME =
             "old-gen-decision-policy-config";
     private static final String JVM_GEN_TUNING_POLICY_CONFIG_NAME = "jvm-gen-tuning-policy-config";
+    private static final String SEARCH_BACK_PRESSURE_POLICY_CONFIG_NAME =
+            "search-back-pressure-policy-config";
 
     private final CachePriorityOrderConfig cachePriorityOrderConfig;
     private final WorkLoadTypeConfig workLoadTypeConfig;
     private final OldGenDecisionPolicyConfig oldGenDecisionPolicyConfig;
     private final JvmGenTuningPolicyConfig jvmGenTuningPolicyConfig;
+    private final SearchBackPressurePolicyConfig searchBackPressurePolicyConfig;
 
     public DeciderConfig(final RcaConf rcaConf) {
         cachePriorityOrderConfig =
@@ -51,6 +55,11 @@ public DeciderConfig(final RcaConf rcaConf) {
                         new NestedConfig(
                                 JVM_GEN_TUNING_POLICY_CONFIG_NAME,
                                 rcaConf.getDeciderConfigSettings()));
+        searchBackPressurePolicyConfig =
+                new SearchBackPressurePolicyConfig(
+                        new NestedConfig(
+                                SEARCH_BACK_PRESSURE_POLICY_CONFIG_NAME,
+                                rcaConf.getDeciderConfigSettings()));
     }
 
     public CachePriorityOrderConfig getCachePriorityOrderConfig() {
@@ -68,4 +77,8 @@ public OldGenDecisionPolicyConfig getOldGenDecisionPolicyConfig() {
     public JvmGenTuningPolicyConfig getJvmGenTuningPolicyConfig() {
         return jvmGenTuningPolicyConfig;
     }
+
+    public SearchBackPressurePolicyConfig getSearchBackPressurePolicyConfig() {
+        return searchBackPressurePolicyConfig;
+    }
 }