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Engine Table: Implementation and closely-coupled utilities
/**
* Copyright (c) 2016-2022 Deephaven Data Labs and Patent Pending
*/
/*
* ---------------------------------------------------------------------------------------------------------------------
* AUTO-GENERATED CLASS - DO NOT EDIT MANUALLY - for any changes edit CharChunkedVarOperator and regenerate
* ---------------------------------------------------------------------------------------------------------------------
*/
package io.deephaven.engine.table.impl.by;
import io.deephaven.chunk.attributes.ChunkLengths;
import io.deephaven.chunk.attributes.ChunkPositions;
import io.deephaven.chunk.attributes.Values;
import io.deephaven.engine.table.ColumnSource;
import io.deephaven.engine.table.impl.sources.DoubleArraySource;
import io.deephaven.chunk.*;
import io.deephaven.engine.rowset.chunkattributes.RowKeys;
import org.apache.commons.lang3.mutable.MutableDouble;
import org.apache.commons.lang3.mutable.MutableInt;
import java.util.Collections;
import java.util.LinkedHashMap;
import java.util.Map;
import static io.deephaven.engine.table.impl.by.RollupConstants.*;
import static io.deephaven.engine.util.NullSafeAddition.plusDouble;
/**
* Iterative variance operator.
*/
class IntChunkedVarOperator implements IterativeChunkedAggregationOperator {
private final boolean std;
private final String name;
private final boolean exposeInternalColumns;
private final NonNullCounter nonNullCounter = new NonNullCounter();
private final DoubleArraySource resultColumn = new DoubleArraySource();
private final DoubleArraySource sumSource = new DoubleArraySource();
private final DoubleArraySource sum2Source = new DoubleArraySource();
IntChunkedVarOperator(boolean std, String name, boolean exposeInternalColumns) {
this.std = std;
this.name = name;
this.exposeInternalColumns = exposeInternalColumns;
}
@Override
public void addChunk(BucketedContext bucketedContext, Chunk extends Values> values, LongChunk extends RowKeys> inputRowKeys, IntChunk destinations, IntChunk startPositions, IntChunk length, WritableBooleanChunk stateModified) {
final IntChunk extends Values> asIntChunk = values.asIntChunk();
for (int ii = 0; ii < startPositions.size(); ++ii) {
final int startPosition = startPositions.get(ii);
final long destination = destinations.get(startPosition);
stateModified.set(ii, addChunk(asIntChunk, destination, startPosition, length.get(ii)));
}
}
@Override
public void removeChunk(BucketedContext context, Chunk extends Values> values, LongChunk extends RowKeys> inputRowKeys, IntChunk destinations, IntChunk startPositions, IntChunk length, WritableBooleanChunk stateModified) {
final IntChunk extends Values> asIntChunk = values.asIntChunk();
for (int ii = 0; ii < startPositions.size(); ++ii) {
final int startPosition = startPositions.get(ii);
final long destination = destinations.get(startPosition);
stateModified.set(ii, removeChunk(asIntChunk, destination, startPosition, length.get(ii)));
}
}
@Override
public boolean addChunk(SingletonContext context, int chunkSize, Chunk extends Values> values, LongChunk extends RowKeys> inputRowKeys, long destination) {
return addChunk(values.asIntChunk(), destination, 0, values.size());
}
@Override
public boolean removeChunk(SingletonContext context, int chunkSize, Chunk extends Values> values, LongChunk extends RowKeys> inputRowKeys, long destination) {
return removeChunk(values.asIntChunk(), destination, 0, values.size());
}
private boolean addChunk(IntChunk extends Values> values, long destination, int chunkStart, int chunkSize) {
final MutableDouble sum2 = new MutableDouble();
final MutableInt chunkNonNull = new MutableInt();
final double sum = SumIntChunk.sum2IntChunk(values, chunkStart, chunkSize, chunkNonNull, sum2);
if (chunkNonNull.intValue() > 0) {
final long nonNullCount = nonNullCounter.addNonNullUnsafe(destination, chunkNonNull.intValue());
final double newSum = plusDouble(sumSource.getUnsafe(destination), sum);
final double newSum2 = plusDouble(sum2Source.getUnsafe(destination), sum2.doubleValue());
sumSource.set(destination, newSum);
sum2Source.set(destination, newSum2);
if (nonNullCount <= 1) {
resultColumn.set(destination, Double.NaN);
} else {
final double variance = (newSum2 - (newSum * newSum / nonNullCount)) / (nonNullCount - 1);
resultColumn.set(destination, std ? Math.sqrt(variance) : variance);
}
} else if (nonNullCounter.getCountUnsafe(destination) <= 1) {
resultColumn.set(destination, Double.NaN);
}
return true;
}
private boolean removeChunk(IntChunk extends Values> values, long destination, int chunkStart, int chunkSize) {
final MutableDouble sum2 = new MutableDouble();
final MutableInt chunkNonNull = new MutableInt();
final double sum = SumIntChunk.sum2IntChunk(values, chunkStart, chunkSize, chunkNonNull, sum2);
if (chunkNonNull.intValue() == 0) {
return false;
}
final long nonNullCount = nonNullCounter.addNonNullUnsafe(destination, -chunkNonNull.intValue());
final double newSum;
final double newSum2;
if (nonNullCount == 0) {
newSum = newSum2 = 0;
} else {
newSum = plusDouble(sumSource.getUnsafe(destination), -sum);
newSum2 = plusDouble(sum2Source.getUnsafe(destination), -sum2.doubleValue());
}
sumSource.set(destination, newSum);
sum2Source.set(destination, newSum2);
if (nonNullCount <= 1) {
resultColumn.set(destination, Double.NaN);
return true;
}
final double variance = (newSum2 - (newSum * newSum / nonNullCount)) / (nonNullCount - 1);
resultColumn.set(destination, std ? Math.sqrt(variance) : variance);
return true;
}
@Override
public void ensureCapacity(long tableSize) {
resultColumn.ensureCapacity(tableSize);
nonNullCounter.ensureCapacity(tableSize);
sumSource.ensureCapacity(tableSize);
sum2Source.ensureCapacity(tableSize);
}
@Override
public Map> getResultColumns() {
if (exposeInternalColumns) {
final Map> results = new LinkedHashMap<>();
results.put(name, resultColumn);
results.put(name + ROLLUP_RUNNING_SUM_COLUMN_ID + ROLLUP_COLUMN_SUFFIX, sumSource);
results.put(name + ROLLUP_RUNNING_SUM2_COLUMN_ID + ROLLUP_COLUMN_SUFFIX, sum2Source);
results.put(name + ROLLUP_NONNULL_COUNT_COLUMN_ID + ROLLUP_COLUMN_SUFFIX, nonNullCounter.getColumnSource());
return results;
} else {
return Collections.singletonMap(name, resultColumn);
}
}
@Override
public void startTrackingPrevValues() {
resultColumn.startTrackingPrevValues();
if (exposeInternalColumns) {
sumSource.startTrackingPrevValues();
sum2Source.startTrackingPrevValues();
nonNullCounter.startTrackingPrevValues();
}
}
}
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