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Original file line number Diff line number Diff line change
Expand Up @@ -18,8 +18,10 @@

package org.apache.hadoop.hive.ql.udf.generic;

import java.util.HashSet;
import java.util.List;
import java.util.Optional;
import java.util.Set;

import org.apache.hadoop.hive.ql.exec.Description;
import org.apache.hadoop.hive.ql.exec.UDFArgumentTypeException;
Expand All @@ -29,6 +31,7 @@
import org.apache.hadoop.hive.ql.stats.estimator.StatEstimator;
import org.apache.hadoop.hive.ql.stats.estimator.StatEstimatorProvider;
import org.apache.hadoop.hive.serde.serdeConstants;
import org.apache.hadoop.hive.serde2.objectinspector.ConstantObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.BooleanObjectInspector;

Expand Down Expand Up @@ -59,13 +62,16 @@
public class GenericUDFWhen extends GenericUDF implements StatEstimatorProvider {
private transient ObjectInspector[] argumentOIs;
private transient GenericUDFUtils.ReturnObjectInspectorResolver returnOIResolver;
private transient int numberOfDistinctConstants;

@Override
public ObjectInspector initialize(ObjectInspector[] arguments) throws UDFArgumentTypeException {

argumentOIs = arguments;
returnOIResolver = new GenericUDFUtils.ReturnObjectInspectorResolver(true);

Set<Object> distinctConstants = new HashSet<>();

for (int i = 0; i + 1 < arguments.length; i += 2) {
if (!arguments[i].getTypeName().equals(serdeConstants.BOOLEAN_TYPE_NAME)) {
throw new UDFArgumentTypeException(i, "\""
Expand All @@ -79,6 +85,7 @@ public ObjectInspector initialize(ObjectInspector[] arguments) throws UDFArgumen
+ "\" is expected but \"" + arguments[i + 1].getTypeName()
+ "\" is found");
}
collectNonNullConstant(arguments[i + 1], distinctConstants);
}
if (arguments.length % 2 == 1) {
int i = arguments.length - 2;
Expand All @@ -89,11 +96,23 @@ public ObjectInspector initialize(ObjectInspector[] arguments) throws UDFArgumen
+ "\" is expected but \"" + arguments[i + 1].getTypeName()
+ "\" is found");
}
collectNonNullConstant(arguments[i + 1], distinctConstants);
}

numberOfDistinctConstants = distinctConstants.size();

return returnOIResolver.get();
}

private static void collectNonNullConstant(ObjectInspector oi, Set<Object> distinctConstants) {
if (oi instanceof ConstantObjectInspector) {
Object value = ((ConstantObjectInspector) oi).getWritableConstantValue();
if (value != null) {
distinctConstants.add(value);
}
}
}

@Override
public Object evaluate(DeferredObject[] arguments) throws HiveException {
for (int i = 0; i + 1 < arguments.length; i += 2) {
Expand Down Expand Up @@ -137,10 +156,15 @@ public String getDisplayString(String[] children) {

@Override
public StatEstimator getStatEstimator() {
return new WhenStatEstimator();
return new WhenStatEstimator(numberOfDistinctConstants);
}

static class WhenStatEstimator implements StatEstimator {
private final int numberOfDistinctConstants;

WhenStatEstimator(int numberOfDistinctConstants) {
this.numberOfDistinctConstants = numberOfDistinctConstants;
}

@Override
public Optional<ColStatistics> estimate(List<ColStatistics> argStats) {
Expand All @@ -151,7 +175,14 @@ public Optional<ColStatistics> estimate(List<ColStatistics> argStats) {
if (argStats.size() % 2 == 1) {
combiner.add(argStats.get(argStats.size() - 1));
}
return combiner.getResult();
Optional<ColStatistics> result = combiner.getResult();
if (result.isPresent()) {
ColStatistics stat = result.get();
if (numberOfDistinctConstants > stat.getCountDistint()) {
stat.setCountDistint(numberOfDistinctConstants);
}
}
return result;
}
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,223 @@
/*
* 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.hadoop.hive.ql.udf.generic;

import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;

import java.util.Arrays;
import java.util.List;
import java.util.Optional;

import org.apache.hadoop.hive.ql.plan.ColStatistics;
import org.apache.hadoop.hive.ql.stats.estimator.StatEstimator;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorFactory;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
import org.apache.hadoop.io.Text;
import org.junit.Test;

public class TestGenericUDFWhenStatEstimator {

private static ObjectInspector booleanOI =
PrimitiveObjectInspectorFactory.writableBooleanObjectInspector;

private static ObjectInspector stringConstant(String value) {
return PrimitiveObjectInspectorFactory.getPrimitiveWritableConstantObjectInspector(
TypeInfoFactory.stringTypeInfo, value == null ? null : new Text(value));
}

private static ObjectInspector stringColumn() {
return PrimitiveObjectInspectorFactory.writableStringObjectInspector;
}

private static ColStatistics colStats(long ndv) {
ColStatistics cs = new ColStatistics("col", "string");
cs.setCountDistint(ndv);
cs.setNumNulls(0);
return cs;
}

@Test
public void testAllDistinctConstants() throws Exception {
// CASE WHEN cond THEN 'A' WHEN cond THEN 'B' ELSE 'C' END
GenericUDFWhen udf = new GenericUDFWhen();
ObjectInspector[] args = {
booleanOI, stringConstant("A"),
booleanOI, stringConstant("B"),
stringConstant("C")
};
udf.initialize(args);

StatEstimator estimator = udf.getStatEstimator();
List<ColStatistics> argStats = Arrays.asList(
colStats(2), colStats(1),
colStats(2), colStats(1),
colStats(1)
);

Optional<ColStatistics> result = estimator.estimate(argStats);
assertTrue(result.isPresent());
assertEquals(3, result.get().getCountDistint());
}

@Test
public void testDuplicateConstants() throws Exception {
// CASE WHEN cond THEN 'A' WHEN cond THEN 'A' ELSE 'B' END
GenericUDFWhen udf = new GenericUDFWhen();
ObjectInspector[] args = {
booleanOI, stringConstant("A"),
booleanOI, stringConstant("A"),
stringConstant("B")
};
udf.initialize(args);

StatEstimator estimator = udf.getStatEstimator();
List<ColStatistics> argStats = Arrays.asList(
colStats(2), colStats(1),
colStats(2), colStats(1),
colStats(1)
);

Optional<ColStatistics> result = estimator.estimate(argStats);
assertTrue(result.isPresent());
assertEquals(2, result.get().getCountDistint());
}

@Test
public void testConstantsWithNullElse() throws Exception {
// CASE WHEN cond THEN 'A' WHEN cond THEN 'B' ELSE NULL END
// NULL constant has NDV=0 from StatsUtils, but we have 2 non-null constants
GenericUDFWhen udf = new GenericUDFWhen();
ObjectInspector[] args = {
booleanOI, stringConstant("A"),
booleanOI, stringConstant("B"),
stringConstant(null)
};
udf.initialize(args);

StatEstimator estimator = udf.getStatEstimator();
List<ColStatistics> argStats = Arrays.asList(
colStats(2), colStats(1),
colStats(2), colStats(1),
colStats(0) // NULL constant gets NDV=0
);

Optional<ColStatistics> result = estimator.estimate(argStats);
assertTrue(result.isPresent());
assertEquals(2, result.get().getCountDistint());
}

@Test
public void testConstantsFloorOverColumnNdv() throws Exception {
// CASE WHEN cond THEN 'A' WHEN cond THEN 'B' WHEN cond THEN 'C' ELSE column END
// 3 constants should floor NDV even if column has lower NDV
GenericUDFWhen udf = new GenericUDFWhen();
ObjectInspector[] args = {
booleanOI, stringConstant("A"),
booleanOI, stringConstant("B"),
booleanOI, stringConstant("C"),
stringColumn()
};
udf.initialize(args);

StatEstimator estimator = udf.getStatEstimator();
List<ColStatistics> argStats = Arrays.asList(
colStats(2), colStats(1),
colStats(2), colStats(1),
colStats(2), colStats(1),
colStats(2) // column with NDV=2
);

Optional<ColStatistics> result = estimator.estimate(argStats);
assertTrue(result.isPresent());
assertEquals(3, result.get().getCountDistint());
}

@Test
public void testManyConstantsWithNullElse() throws Exception {
// CASE with 20 distinct constants + NULL ELSE
// Should return NDV=20, not NDV=1 (the bug we're fixing)
GenericUDFWhen udf = new GenericUDFWhen();
ObjectInspector[] args = new ObjectInspector[41]; // 20 pairs + 1 else
ColStatistics[] stats = new ColStatistics[41];

for (int i = 0; i < 20; i++) {
args[i * 2] = booleanOI;
args[i * 2 + 1] = stringConstant(String.valueOf((char) ('A' + i)));
stats[i * 2] = colStats(2);
stats[i * 2 + 1] = colStats(1);
}
args[40] = stringConstant(null);
stats[40] = colStats(0); // NULL gets NDV=0

udf.initialize(args);

StatEstimator estimator = udf.getStatEstimator();
Optional<ColStatistics> result = estimator.estimate(Arrays.asList(stats));

assertTrue(result.isPresent());
assertEquals(20, result.get().getCountDistint());
}

@Test
public void testNoElseClause() throws Exception {
// CASE WHEN cond THEN 'A' WHEN cond THEN 'B' END (implicit NULL else)
GenericUDFWhen udf = new GenericUDFWhen();
ObjectInspector[] args = {
booleanOI, stringConstant("A"),
booleanOI, stringConstant("B")
};
udf.initialize(args);

StatEstimator estimator = udf.getStatEstimator();
List<ColStatistics> argStats = Arrays.asList(
colStats(2), colStats(1),
colStats(2), colStats(1)
);

Optional<ColStatistics> result = estimator.estimate(argStats);
assertTrue(result.isPresent());
assertEquals(2, result.get().getCountDistint());
}

@Test
public void testNullInThenBranch() throws Exception {
// CASE WHEN cond THEN NULL WHEN cond THEN 'A' ELSE 'B' END
GenericUDFWhen udf = new GenericUDFWhen();
ObjectInspector[] args = {
booleanOI, stringConstant(null),
booleanOI, stringConstant("A"),
stringConstant("B")
};
udf.initialize(args);

StatEstimator estimator = udf.getStatEstimator();
List<ColStatistics> argStats = Arrays.asList(
colStats(2), colStats(0),
colStats(2), colStats(1),
colStats(1)
);

Optional<ColStatistics> result = estimator.estimate(argStats);
assertTrue(result.isPresent());
assertEquals(2, result.get().getCountDistint());
}

}
27 changes: 27 additions & 0 deletions ql/src/test/queries/clientpositive/ndv_case_const.q
Original file line number Diff line number Diff line change
@@ -0,0 +1,27 @@
CREATE TABLE t (cond INT, c2 STRING, c100 STRING);
ALTER TABLE t UPDATE STATISTICS SET('numRows'='10000','rawDataSize'='1000000');
ALTER TABLE t UPDATE STATISTICS FOR COLUMN cond SET('numDVs'='10','numNulls'='0');
ALTER TABLE t UPDATE STATISTICS FOR COLUMN c2 SET('numDVs'='2','numNulls'='0','avgColLen'='5','maxColLen'='10');
ALTER TABLE t UPDATE STATISTICS FOR COLUMN c100 SET('numDVs'='100','numNulls'='0','avgColLen'='5','maxColLen'='10');

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN 'A' WHEN cond=2 THEN 'B' ELSE 'C' END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN 'A' WHEN cond=2 THEN 'B' WHEN cond=3 THEN 'A' ELSE 'B' END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN 'A' WHEN cond=2 THEN 'B' ELSE NULL END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN NULL WHEN cond=2 THEN 'A' ELSE 'B' END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN NULL WHEN cond=2 THEN NULL WHEN cond=3 THEN 'A' ELSE 'B' END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN NULL WHEN cond=2 THEN 'A' WHEN cond=3 THEN NULL ELSE 'B' END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN NULL WHEN cond=2 THEN NULL WHEN cond=3 THEN c100 ELSE 'A' END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN c2 WHEN cond=2 THEN c100 ELSE 'A' END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN c2 WHEN cond=2 THEN c100 ELSE c2 END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN 'A' WHEN cond=2 THEN 'B' WHEN cond=3 THEN 'C' ELSE c2 END x FROM t) sub GROUP BY x;

EXPLAIN SELECT x FROM (SELECT CASE WHEN cond=1 THEN 'A' WHEN cond=2 THEN 'B' ELSE c100 END x FROM t) sub GROUP BY x;
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