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/**
* This file is part of Graylog.
*
* Graylog is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* Graylog is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with Graylog. If not, see .
*/
package org.graylog2.dashboards.widgets.strategies;
import com.google.common.collect.Maps;
import com.google.inject.assistedinject.Assisted;
import com.google.inject.assistedinject.AssistedInject;
import org.graylog2.indexer.FieldTypeException;
import org.graylog2.indexer.results.FieldStatsResult;
import org.graylog2.indexer.searches.Searches;
import org.graylog2.plugin.dashboards.widgets.ComputationResult;
import org.graylog2.plugin.dashboards.widgets.WidgetStrategy;
import org.graylog2.plugin.indexer.searches.timeranges.AbsoluteRange;
import org.graylog2.plugin.indexer.searches.timeranges.RelativeRange;
import org.graylog2.plugin.indexer.searches.timeranges.TimeRange;
import org.joda.time.DateTime;
import org.joda.time.Seconds;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.Map;
import static com.google.common.base.Strings.isNullOrEmpty;
public class StatisticalCountWidgetStrategy extends SearchResultCountWidgetStrategy {
public interface Factory extends WidgetStrategy.Factory {
@Override
StatisticalCountWidgetStrategy create(Map config, TimeRange timeRange, String widgetId);
}
private static final Logger log = LoggerFactory.getLogger(StatisticalCountWidgetStrategy.class);
public enum StatisticalFunction {
COUNT("count"),
MEAN("mean"),
STANDARD_DEVIATION("std_deviation"),
MIN("min"),
MAX("max"),
SUM("sum"),
VARIANCE("variance"),
SUM_OF_SQUARES("squares"),
CARDINALITY("cardinality");
private final String function;
StatisticalFunction(String function) {
this.function = function;
}
@Override
public String toString() {
return this.function;
}
public static StatisticalFunction fromString(String function) {
for (StatisticalFunction statisticalFunction : StatisticalFunction.values()) {
if (statisticalFunction.toString().equals(function)) {
return statisticalFunction;
}
}
throw new IllegalArgumentException("Statistic function " + function + " is not supported");
}
}
private final StatisticalFunction statsFunction;
private final String field;
private final String streamId;
@AssistedInject
public StatisticalCountWidgetStrategy(Searches searches,
@Assisted Map config,
@Assisted TimeRange timeRange,
@Assisted String widgetId) {
super(searches, config, timeRange, widgetId);
this.field = (String) config.get("field");
String statsFunction = (String) config.get("stats_function");
// We accidentally modified the standard deviation function name, we need this to make old widgets work again
this.statsFunction = ("stddev".equals(statsFunction)) ? StatisticalFunction.STANDARD_DEVIATION : StatisticalFunction.fromString(statsFunction);
this.streamId = (String) config.get("stream_id");
}
private Number getStatisticalValue(FieldStatsResult fieldStatsResult) {
switch (statsFunction) {
case COUNT:
return fieldStatsResult.getCount();
case MEAN:
return fieldStatsResult.getMean();
case STANDARD_DEVIATION:
return fieldStatsResult.getStdDeviation();
case MIN:
return fieldStatsResult.getMin();
case MAX:
return fieldStatsResult.getMax();
case SUM:
return fieldStatsResult.getSum();
case VARIANCE:
return fieldStatsResult.getVariance();
case SUM_OF_SQUARES:
return fieldStatsResult.getSumOfSquares();
case CARDINALITY:
return fieldStatsResult.getCardinality();
default:
throw new IllegalArgumentException("Statistic function " + statsFunction + " is not supported");
}
}
@Override
public ComputationResult compute() {
try {
final String filter;
if (!isNullOrEmpty(streamId)) {
filter = "streams:" + streamId;
} else {
filter = null;
}
final TimeRange timeRange = this.timeRange;
boolean needsCardinality = statsFunction.equals(StatisticalFunction.CARDINALITY);
boolean needsCount = statsFunction.equals(StatisticalFunction.COUNT);
final FieldStatsResult fieldStatsResult =
getSearches().fieldStats(field,
query,
filter,
timeRange,
needsCardinality,
!(needsCount || needsCardinality),
needsCount);
if (trend && timeRange instanceof RelativeRange) {
DateTime toPrevious = timeRange.getFrom();
DateTime fromPrevious = toPrevious.minus(Seconds.seconds(((RelativeRange) timeRange).getRange()));
TimeRange previousTimeRange = AbsoluteRange.create(fromPrevious, toPrevious);
final FieldStatsResult previousFieldStatsResult =
getSearches().fieldStats(field,
query,
filter,
previousTimeRange,
needsCardinality,
!(needsCount || needsCardinality),
needsCount);
Map results = Maps.newHashMap();
results.put("now", getStatisticalValue(fieldStatsResult));
results.put("previous", getStatisticalValue(previousFieldStatsResult));
long tookMs = fieldStatsResult.tookMs() + previousFieldStatsResult.tookMs();
return new ComputationResult(results, tookMs);
} else {
return new ComputationResult(getStatisticalValue(fieldStatsResult), fieldStatsResult.tookMs());
}
} catch (FieldTypeException e) {
log.warn("Invalid field provided, returning 'NaN'", e);
return new ComputationResult(Double.NaN, 0);
}
}
}
