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Add support to first/last aggregators for numeric types during ingestion #10949

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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
[
{
"description": "groupby, stringFirst/stringLast rollup aggs, all",
"description": "groupby, stringFirst/stringLast/doubleFirst/doubleLast/longFirst/longLast/floatFirst/floatLast rollup aggs, all",
"query":{
"queryType" : "groupBy",
"dataSource": "%%DATASOURCE%%",
Expand All @@ -26,6 +26,36 @@
"type":"stringLast",
"name":"latest_user",
"fieldName":"last_user"
},
{
"type": "doubleFirst",
"name": "double_first_delta",
"fieldName": "double_first_delta"
},
{
"type": "doubleLast",
"name": "double_last_delta",
"fieldName": "double_last_delta"
},
{
"type": "longFirst",
"name": "long_first_delta",
"fieldName": "long_first_delta"
},
{
"type": "longFirst",
"name": "long_last_delta",
"fieldName": "long_last_delta"
},
{
"type": "floatFirst",
"name": "float_first_delta",
"fieldName": "float_first_delta"
},
{
"type": "floatLast",
"name": "float_last_delta",
"fieldName": "float_last_delta"
}
]
},
Expand All @@ -35,7 +65,13 @@
"event" : {
"continent":"Asia",
"earliest_user":"masterYi",
"latest_user":"stringer"
"latest_user":"stringer",
"double_first_delta": 111.0,
"double_last_delta": -9.0,
"long_first_delta": 111,
"long_last_delta": -9,
"float_first_delta": 111.0,
"float_last_delta": -9.0
}
} ]
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,36 @@
"name": "delta",
"fieldName": "delta"
},
{
"type": "doubleFirst",
"name": "double_first_delta",
"fieldName": "delta"
},
{
"type": "doubleLast",
"name": "double_last_delta",
"fieldName": "delta"
},
{
"type": "longFirst",
"name": "long_first_delta",
"fieldName": "delta"
},
{
"type": "longLast",
"name": "long_last_delta",
"fieldName": "delta"
},
{
"type": "floatFirst",
"name": "float_first_delta",
"fieldName": "delta"
},
{
"type": "floatLast",
"name": "float_last_delta",
"fieldName": "delta"
},
{
"type": "stringFirst",
"name": "first_user",
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -56,6 +56,36 @@
"type": "stringLast",
"name": "last_user",
"fieldName": "last_user"
},
{
"type": "doubleFirst",
"name": "double_first_delta",
"fieldName": "double_first_delta"
},
{
"type": "doubleLast",
"name": "double_last_delta",
"fieldName": "double_last_delta"
},
{
"type": "longFirst",
"name": "long_first_delta",
"fieldName": "long_first_delta"
},
{
"type": "longLast",
"name": "long_last_delta",
"fieldName": "long_last_delta"
},
{
"type": "floatFirst",
"name": "float_first_delta",
"fieldName": "float_first_delta"
},
{
"type": "floatLast",
"name": "float_last_delta",
"fieldName": "float_last_delta"
}
]
}
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,36 @@
"name": "delta",
"fieldName": "delta"
},
{
"type": "doubleFirst",
"name": "double_first_delta",
"fieldName": "double_first_delta"
},
{
"type": "doubleLast",
"name": "double_last_delta",
"fieldName": "double_last_delta"
},
{
"type": "longFirst",
"name": "long_first_delta",
"fieldName": "long_first_delta"
},
{
"type": "longLast",
"name": "long_last_delta",
"fieldName": "long_last_delta"
},
{
"type": "floatFirst",
"name": "float_first_delta",
"fieldName": "float_first_delta"
},
{
"type": "floatLast",
"name": "float_last_delta",
"fieldName": "float_last_delta"
},
{
"type": "stringFirst",
"name": "first_user",
Expand Down Expand Up @@ -62,4 +92,4 @@
"type": "index"
}
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -38,6 +38,9 @@
import org.apache.druid.query.aggregation.LongMinAggregatorFactory;
import org.apache.druid.query.aggregation.LongSumAggregatorFactory;
import org.apache.druid.query.aggregation.PostAggregator;
import org.apache.druid.query.aggregation.SerializablePairLongDoubleSerde;
import org.apache.druid.query.aggregation.SerializablePairLongFloatSerde;
import org.apache.druid.query.aggregation.SerializablePairLongLongSerde;
import org.apache.druid.query.aggregation.SerializablePairLongStringSerde;
import org.apache.druid.query.aggregation.any.DoubleAnyAggregatorFactory;
import org.apache.druid.query.aggregation.any.FloatAnyAggregatorFactory;
Expand Down Expand Up @@ -80,7 +83,10 @@ public AggregatorsModule()

ComplexMetrics.registerSerde("hyperUnique", new HyperUniquesSerde());
ComplexMetrics.registerSerde("preComputedHyperUnique", new PreComputedHyperUniquesSerde());
ComplexMetrics.registerSerde("serializablePairLongString", new SerializablePairLongStringSerde());
ComplexMetrics.registerSerde(new SerializablePairLongStringSerde());
ComplexMetrics.registerSerde(new SerializablePairLongDoubleSerde());
ComplexMetrics.registerSerde(new SerializablePairLongFloatSerde());
ComplexMetrics.registerSerde(new SerializablePairLongLongSerde());

setMixInAnnotation(AggregatorFactory.class, AggregatorFactoryMixin.class);
setMixInAnnotation(PostAggregator.class, PostAggregatorMixin.class);
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,116 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/

package org.apache.druid.query.aggregation;

import com.google.common.primitives.Longs;
import org.apache.druid.collections.SerializablePair;
import org.apache.druid.data.input.InputRow;
import org.apache.druid.segment.GenericColumnSerializer;
import org.apache.druid.segment.column.ColumnBuilder;
import org.apache.druid.segment.data.GenericIndexed;
import org.apache.druid.segment.data.ObjectStrategy;
import org.apache.druid.segment.serde.ComplexColumnPartSupplier;
import org.apache.druid.segment.serde.ComplexMetricExtractor;
import org.apache.druid.segment.serde.ComplexMetricSerde;
import org.apache.druid.segment.serde.LargeColumnSupportedComplexColumnSerializer;
import org.apache.druid.segment.writeout.SegmentWriteOutMedium;

import javax.annotation.Nullable;
import java.nio.ByteBuffer;

/**
* The class serializes a Pair<Long, ?> object for double/float/longFirst and double/float/longLast aggregators
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Can you describe why you chose not to also make SerializablePairLongStringSerde not extend this class?

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It's reasonable to refactor SerializablePairLongStringSerde to be subclass of AbstractSerializablePairSerde, but I think this kind of change is not tightly related to this PR because this PR is already a little bit large. I think a coming PR would resolve this problem once this PR is merged.

*/
public abstract class AbstractSerializablePairSerde<T extends SerializablePair<Long, ?>> extends ComplexMetricSerde
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nit: change class name to AbstractSerializableLongObjectPairSerde

Suggested change
public abstract class AbstractSerializablePairSerde<T extends SerializablePair<Long, ?>> extends ComplexMetricSerde
public abstract class AbstractSerializableLongObjectPairSerde<T extends SerializablePair<Long, ?>> extends ComplexMetricSerde

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Done

{
private final Class<T> pairClassObject;

public AbstractSerializablePairSerde(Class<T> pairClassObject)
{
this.pairClassObject = pairClassObject;
}

@Override
public ComplexMetricExtractor getExtractor()
{
return new ComplexMetricExtractor()
{
@Override
public Class<T> extractedClass()
{
return pairClassObject;
}

@Override
public Object extractValue(InputRow inputRow, String metricName)
{
return inputRow.getRaw(metricName);
}
};
}

@Override
public void deserializeColumn(ByteBuffer buffer, ColumnBuilder columnBuilder)
{
final GenericIndexed column = GenericIndexed.read(buffer, getObjectStrategy(), columnBuilder.getFileMapper());
columnBuilder.setComplexColumnSupplier(new ComplexColumnPartSupplier(getTypeName(), column));
}

@Override
public ObjectStrategy<T> getObjectStrategy()
{
return new ObjectStrategy<T>()
{
@Override
public int compare(@Nullable T o1, @Nullable T o2)
{
return Longs.compare(o1.lhs, o2.lhs);
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This does not correctly handle if either o1 or o2 is null. See StringFirstAggregatorFactory#VALUE_COMPARATOR, we'll want a similar behavior here.

Would it be possible to update the integration tests that were added to surface this error?

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I will check if UT is able to check this error first because IT cases share some data sources with other cases.

}

@Override
public Class<T> getClazz()
{
return pairClassObject;
}

@Override
public T fromByteBuffer(ByteBuffer buffer, int numBytes)
{
return toPairObject(buffer);
}

@Override
public byte[] toBytes(T val)
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Suggested change
public byte[] toBytes(T val)
public byte[] toBytes(@Nullable T val)

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Done

{
return pairToBytes(val);
}
};
}

@Override
public GenericColumnSerializer<T> getSerializer(SegmentWriteOutMedium segmentWriteOutMedium, String column)
{
return LargeColumnSupportedComplexColumnSerializer.create(segmentWriteOutMedium, column, this.getObjectStrategy());
}

protected abstract T toPairObject(ByteBuffer buffer);

protected abstract byte[] pairToBytes(T val);
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javadocs please

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Done

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Suggested change
protected abstract byte[] pairToBytes(T val);
protected abstract byte[] pairToBytes(@Nullable T val);

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In the new commit, null check is added to the caller of this method, so it's not necessary to declare this parameter as Nullable

}
Original file line number Diff line number Diff line change
@@ -0,0 +1,37 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/

package org.apache.druid.query.aggregation;

import com.fasterxml.jackson.annotation.JsonCreator;
import com.fasterxml.jackson.annotation.JsonProperty;
import org.apache.druid.collections.SerializablePair;

import javax.annotation.Nullable;

public class SerializablePairLongDouble extends SerializablePair<Long, Double>
{
@JsonCreator
public SerializablePairLongDouble(@JsonProperty("lhs") Long lhs, @JsonProperty("rhs") @Nullable Double rhs)
{
super(lhs, rhs);
}
}


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