
reflex.module.ReflexStatistics Maven / Gradle / Ivy
/**
* The MIT License (MIT)
*
* Copyright (c) 2011-2016 Incapture Technologies LLC
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
package reflex.module;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import org.apache.commons.math3.stat.Frequency;
import org.apache.commons.math3.stat.descriptive.DescriptiveStatistics;
import reflex.IReflexHandler;
import reflex.ReflexException;
import reflex.debug.IReflexDebugger;
import reflex.importer.Module;
import reflex.value.ReflexValue;
import reflex.value.internal.ReflexVoidValue;
public class ReflexStatistics implements Module {
@Override
public ReflexValue keyholeCall(String name, List parameters) {
return new ReflexVoidValue();
}
@Override
public boolean handlesKeyhole() {
return false;
}
@Override
public boolean canUseReflection() {
return true;
}
@Override
public void configure(List parameters) {
}
@Override
public void setReflexHandler(IReflexHandler handler) {
}
@Override
public void setReflexDebugger(IReflexDebugger debugger) {
}
public ReflexValue statistics(List params) {
if (params.size() != 1) {
throw new ReflexException(-1, "statistics needs one list parameter");
}
if (!params.get(0).isList()) {
throw new ReflexException(-1, "statistics needs one list parameter");
}
DescriptiveStatistics stats = new DescriptiveStatistics();
List values = params.get(0).asList();
for (ReflexValue v : values) {
stats.addValue(v.asDouble());
}
Map ret = new HashMap();
ret.put("mean", new ReflexValue(stats.getMean()));
ret.put("std", new ReflexValue(stats.getStandardDeviation()));
ret.put("median", new ReflexValue(stats.getPercentile(50)));
return new ReflexValue(ret);
}
public ReflexValue frequency(List params) {
if (params.size() != 1) {
throw new ReflexException(-1, "frequency needs one list parameter");
}
if (!params.get(0).isList()) {
throw new ReflexException(-1, "frequency needs one list parameter");
}
Frequency f = new Frequency();
List values = params.get(0).asList();
for (ReflexValue v : values) {
f.addValue(v.asDouble());
}
return new ReflexValue(f);
}
public ReflexValue frequency_count(List params) {
if (params.size() != 2) {
throw new ReflexException(-1, "frequency_count needs one frequency parameter and one value parameter");
}
Frequency f = params.get(0).asObjectOfType(Frequency.class);
double value = params.get(1).asDouble();
return new ReflexValue(f.getCount(value));
}
public ReflexValue frequency_cum_pct(List params) {
if (params.size() != 2) {
throw new ReflexException(-1, "frequency_count needs one frequency parameter and one value parameter");
}
Frequency f = params.get(0).asObjectOfType(Frequency.class);
double value = params.get(1).asDouble();
return new ReflexValue(f.getCumPct(value));
}
}
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