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finished generification
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@ -20,6 +20,7 @@ import io.nosqlbench.engine.api.activityapi.core.Activity;
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import io.nosqlbench.engine.api.activityapi.simrate.CycleRateSpec;
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import io.nosqlbench.engine.api.activityapi.simrate.SimRateSpec;
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import io.nosqlbench.engine.core.lifecycle.scenario.container.ContainerActivitiesController;
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import io.nosqlbench.engine.core.lifecycle.scenario.container.InvokableResult;
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import io.nosqlbench.engine.core.lifecycle.scenario.container.NBBufferedContainer;
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import io.nosqlbench.engine.core.lifecycle.scenario.container.NBCommandParams;
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import io.nosqlbench.engine.core.lifecycle.scenario.execution.NBBaseCommand;
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@ -31,6 +32,7 @@ import io.nosqlbench.scenarios.simframe.capture.SimFrameJournal;
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import io.nosqlbench.scenarios.simframe.capture.SimFrameValueData;
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import io.nosqlbench.scenarios.simframe.optimizers.CMD_optimize;
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import io.nosqlbench.scenarios.simframe.planning.SimFrame;
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import io.nosqlbench.scenarios.simframe.planning.SimFrameFunctionAnalyzer;
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import org.apache.logging.log4j.LogManager;
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import org.apache.logging.log4j.Logger;
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@ -80,8 +82,8 @@ public class CMD_findmax extends NBBaseCommand {
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SimFrameCapture capture = new SimFrameValueData(flywheel);
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FindmaxFrameFunction frameFunction = new FindmaxFrameFunction(controller, findmaxConfig, flywheel, capture, journal, model);
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FindmaxAnalyzer analyzer = new FindmaxAnalyzer(frameFunction, findmaxConfig);
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SimFrame<FindmaxFrameParams> best = analyzer.analyze();
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SimFrameFunctionAnalyzer<FindmaxFrameFunction,FindmaxConfig> analyzer = new FindmaxAnalyzer(frameFunction, findmaxConfig);
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SimFrame<? extends InvokableResult> best = analyzer.analyze();
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stdout.println("Best Run:\n" + best);
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return best.params();
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}
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@ -24,27 +24,17 @@ import java.util.Comparator;
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import static io.nosqlbench.virtdata.core.bindings.VirtDataLibrary.logger;
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public class FindmaxAnalyzer implements SimFrameFunctionAnalyzer {
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private final FindmaxFrameFunction function;
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private final FindmaxConfig config;
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public class FindmaxAnalyzer extends SimFrameFunctionAnalyzer<FindmaxFrameFunction,FindmaxConfig> {
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public FindmaxAnalyzer(FindmaxFrameFunction function, FindmaxConfig config) {
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this.function = function;
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this.config = config;
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}
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public SimFrame<FindmaxFrameParams> analyze() {
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double[] initialPoint = {config.base_value()};
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double result = function.value(initialPoint);
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while (result != 0.0d) {
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result = nextStep();
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}
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return function.journal().bestRun();
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super(function, config);
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}
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public double nextStep() {
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@Override
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protected double nextFrame() {
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double newValue;
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SimFrame<FindmaxFrameParams> last = function.journal().last();
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SimFrame<FindmaxFrameParams> best = function.journal().bestRun();
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SimFrame<FindmaxFrameParams> last = function.getJournal().last();
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SimFrame<FindmaxFrameParams> best = function.getJournal().bestRun();
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if (best.index() == last.index()) { // got better consecutively
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newValue = last.params().paramValues()[0] + config.step_value();
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config.setStep_value(config.step_value() * config.value_incr());
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@ -53,7 +43,7 @@ public class FindmaxAnalyzer implements SimFrameFunctionAnalyzer {
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if (((last.params().paramValues()[0] + config.step_value()) -
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(best.params().paramValues()[0] + config.step_value())) <= config.step_value()) {
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logger.info("could not divide search space further, stop condition met");
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return 0;
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return Double.MIN_VALUE;
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} else {
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newValue = best.params().paramValues()[0] + config.step_value();
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config.setSample_time_ms(config.sample_time_ms() * config.sample_incr());
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@ -61,7 +51,7 @@ public class FindmaxAnalyzer implements SimFrameFunctionAnalyzer {
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}
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} else { // any other case
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// find next frame with higher rate but lower value, the closest one by rate
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SimFrame<FindmaxFrameParams> nextWorseFrameWithHigherRate = function.journal().frames().stream()
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SimFrame<FindmaxFrameParams> nextWorseFrameWithHigherRate = function.getJournal().frames().stream()
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.filter(f -> f.value() < best.value())
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.filter(f -> f.params().paramValues()[0] + config.step_value() > (best.params().paramValues()[0] + config.step_value()))
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.min(Comparator.comparingDouble(f -> f.params().paramValues()[0] + config.step_value()))
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@ -73,7 +63,7 @@ public class FindmaxAnalyzer implements SimFrameFunctionAnalyzer {
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config.setMin_settling_ms(config.min_settling_ms() * 2);
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} else {
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logger.info("could not divide search space further, stop condition met");
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return 0.0d;
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return Double.MIN_VALUE;
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}
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}
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double[] point = {newValue};
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@ -17,8 +17,9 @@
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package io.nosqlbench.scenarios.simframe.optimizers.findmax;
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import io.nosqlbench.engine.core.lifecycle.scenario.container.NBCommandParams;
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import io.nosqlbench.scenarios.simframe.planning.SimFrameConfig;
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public class FindmaxConfig {
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public class FindmaxConfig extends SimFrameConfig {
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private double sample_time_ms;
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private double max_value;
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private double base_value;
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@ -41,6 +42,11 @@ public class FindmaxConfig {
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return base_value;
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}
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@Override
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public double[] initialPoint() {
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return new double[]{base_value};
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}
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public double min_value() {
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return min_value;
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}
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@ -23,7 +23,7 @@ import io.nosqlbench.scenarios.simframe.capture.SimFrameCapture;
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import io.nosqlbench.scenarios.simframe.capture.SimFrameJournal;
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import io.nosqlbench.scenarios.simframe.planning.SimFrameFunction;
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public class FindmaxFrameFunction implements SimFrameFunction {
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public class FindmaxFrameFunction implements SimFrameFunction<FindmaxFrameParams> {
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private final Activity flywheel;
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private final SimFrameCapture capture;
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@ -69,7 +69,8 @@ public class FindmaxFrameFunction implements SimFrameFunction {
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return journal.last().value();
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}
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public SimFrameJournal<FindmaxFrameParams> journal() {
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@Override
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public SimFrameJournal<FindmaxFrameParams> getJournal() {
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return journal;
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}
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}
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@ -23,7 +23,7 @@ import io.nosqlbench.scenarios.simframe.capture.SimFrameCapture;
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import io.nosqlbench.scenarios.simframe.capture.SimFrameJournal;
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import io.nosqlbench.scenarios.simframe.planning.SimFrameFunction;
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public class OptimoFrameFunction implements SimFrameFunction {
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public class OptimoFrameFunction implements SimFrameFunction<OptimoFrameParams> {
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private final Activity flywheel;
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private final SimFrameCapture capture;
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@ -65,4 +65,9 @@ public class OptimoFrameFunction implements SimFrameFunction {
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}
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return journal.last().value();
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}
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@Override
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public SimFrameJournal<OptimoFrameParams> getJournal() {
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return journal;
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}
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}
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@ -0,0 +1,24 @@
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/*
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* Copyright (c) 2024 nosqlbench
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*
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*/
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package io.nosqlbench.scenarios.simframe.planning;
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public abstract class SimFrameConfig {
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public abstract double base_value();
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public abstract double[] initialPoint();
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}
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@ -16,10 +16,13 @@
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package io.nosqlbench.scenarios.simframe.planning;
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import io.nosqlbench.engine.core.lifecycle.scenario.container.InvokableResult;
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import io.nosqlbench.scenarios.simframe.capture.SimFrameJournal;
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import org.apache.commons.math4.legacy.analysis.MultivariateFunction;
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public interface SimFrameFunction extends MultivariateFunction {
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public interface SimFrameFunction<P extends InvokableResult> extends MultivariateFunction {
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@Override
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double value(double[] point);
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SimFrameJournal<P> getJournal();
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}
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@ -17,5 +17,25 @@
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package io.nosqlbench.scenarios.simframe.planning;
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public interface SimFrameFunctionAnalyzer {
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import io.nosqlbench.engine.core.lifecycle.scenario.container.InvokableResult;
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public abstract class SimFrameFunctionAnalyzer<A extends SimFrameFunction<? extends InvokableResult>, C extends SimFrameConfig> {
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protected final A function;
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protected final C config;
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protected SimFrameFunctionAnalyzer(A function, C config) {
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this.function = function;
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this.config = config;
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}
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public SimFrame<? extends InvokableResult> analyze() {
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double[] initialPoint = config.initialPoint();
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double result = function.value(initialPoint);
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while (result != Double.MIN_VALUE) {
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result = nextFrame();
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}
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return function.getJournal().bestRun();
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}
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protected abstract double nextFrame();
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}
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