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generifying
This commit is contained in:
committed by
Jonathan Shook
parent
361f441530
commit
08bd1ca029
@@ -78,16 +78,10 @@ public class CMD_findmax extends NBBaseCommand {
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throw new RuntimeException("Unsupported optimization type: " + findmaxConfig.optimization_type());
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throw new RuntimeException("Unsupported optimization type: " + findmaxConfig.optimization_type());
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}
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}
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SimFrameCapture capture = new SimFrameValueData(flywheel);
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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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FindmaxFrameFunction frameFunction = new FindmaxFrameFunction(controller, findmaxConfig, flywheel, capture, journal, model);
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double[] initialPoint = {findmaxConfig.base_value()};
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FindmaxAnalyzer analyzer = new FindmaxAnalyzer(frameFunction, findmaxConfig);
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double result = frameFunction.value(initialPoint);
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SimFrame<FindmaxFrameParams> best = analyzer.analyze();
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while (result != 0.0d) {
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result = frameFunction.nextStep();
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}
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SimFrame<FindmaxFrameParams> best = frameFunction.journal().bestRun();
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stdout.println("Best Run:\n" + best);
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stdout.println("Best Run:\n" + best);
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return best.params();
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return best.params();
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}
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}
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@@ -0,0 +1,82 @@
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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.optimizers.findmax;
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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 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 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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}
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public double nextStep() {
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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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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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} else if (best.index() == last.index() - 1) {
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// got worse consecutively, this may be collapsed out since the general case below covers it (test first)
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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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} 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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config.setMin_settling_ms(config.min_settling_ms() * 4);
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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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.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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.orElseThrow(() -> new RuntimeException("inconsistent samples"));
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if ((nextWorseFrameWithHigherRate.params().paramValues()[0] + config.step_value() -
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best.params().paramValues()[0] + config.step_value()) > config.step_value()) {
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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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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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}
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}
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double[] point = {newValue};
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return function.value(point);
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}
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}
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@@ -21,13 +21,8 @@ import io.nosqlbench.engine.api.activityapi.core.RunState;
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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.ContainerActivitiesController;
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import io.nosqlbench.scenarios.simframe.capture.SimFrameCapture;
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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.capture.SimFrameJournal;
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import io.nosqlbench.scenarios.simframe.planning.SimFrame;
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import io.nosqlbench.scenarios.simframe.planning.SimFrameFunction;
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import io.nosqlbench.scenarios.simframe.planning.SimFrameFunction;
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import java.util.Comparator;
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import static io.nosqlbench.virtdata.core.bindings.VirtDataLibrary.logger;
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public class FindmaxFrameFunction implements SimFrameFunction {
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public class FindmaxFrameFunction implements SimFrameFunction {
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private final Activity flywheel;
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private final Activity flywheel;
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@@ -74,45 +69,6 @@ public class FindmaxFrameFunction implements SimFrameFunction {
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return journal.last().value();
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return journal.last().value();
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}
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}
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public double nextStep() {
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double newValue;
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SimFrame<FindmaxFrameParams> last = journal.last();
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SimFrame<FindmaxFrameParams> best = journal.bestRun();
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if (best.index() == last.index()) { // got better consecutively
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newValue = last.params().paramValues()[0] + settings.step_value();
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settings.setStep_value(settings.step_value() * settings.value_incr());
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} else if (best.index() == last.index() - 1) {
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// got worse consecutively, this may be collapsed out since the general case below covers it (test first)
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if (((last.params().paramValues()[0] + settings.step_value()) -
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(best.params().paramValues()[0] + settings.step_value())) <= settings.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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} else {
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newValue = best.params().paramValues()[0] + settings.step_value();
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settings.setSample_time_ms(settings.sample_time_ms() * settings.sample_incr());
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settings.setMin_settling_ms(settings.min_settling_ms() * 4);
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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 = journal.frames().stream()
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.filter(f -> f.value() < best.value())
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.filter(f -> f.params().paramValues()[0] + settings.step_value() > (best.params().paramValues()[0] + settings.step_value()))
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.min(Comparator.comparingDouble(f -> f.params().paramValues()[0] + settings.step_value()))
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.orElseThrow(() -> new RuntimeException("inconsistent samples"));
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if ((nextWorseFrameWithHigherRate.params().paramValues()[0] + settings.step_value() -
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best.params().paramValues()[0] + settings.step_value()) > settings.step_value()) {
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newValue = best.params().paramValues()[0] + settings.step_value();
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settings.setSample_time_ms(settings.sample_time_ms() * settings.sample_incr());
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settings.setMin_settling_ms(settings.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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}
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}
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double[] point = {newValue};
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return value(point);
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}
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public SimFrameJournal<FindmaxFrameParams> journal() {
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public SimFrameJournal<FindmaxFrameParams> journal() {
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return journal;
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return journal;
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}
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}
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@@ -0,0 +1,21 @@
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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 interface SimFrameFunctionAnalyzer {
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}
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