input type validation for datasketches hll "build" aggregator factory (#12131)

* Ingestion will fail for HLLSketchBuild instead of creating with incorrect values

* Addressing review comments for HLL< updated error message introduced test case

extensions-core/datasketches/src/main/java/org/apache/druid/query/aggregation/datasketches/hll/HllSketchBuildAggregatorFactory.java

@@ -23,6 +23,7 @@ import com.fasterxml.jackson.annotation.JsonCreator;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import org.apache.datasketches.hll.HllSketch;
 import org.apache.datasketches.hll.TgtHllType;
+import org.apache.druid.java.util.common.ISE;
 import org.apache.druid.query.aggregation.Aggregator;
 import org.apache.druid.query.aggregation.AggregatorUtil;
 import org.apache.druid.query.aggregation.BufferAggregator;
@@ -30,7 +31,9 @@ import org.apache.druid.query.aggregation.VectorAggregator;
 import org.apache.druid.segment.ColumnInspector;
 import org.apache.druid.segment.ColumnSelectorFactory;
 import org.apache.druid.segment.ColumnValueSelector;
+import org.apache.druid.segment.column.ColumnCapabilities;
 import org.apache.druid.segment.column.ColumnType;
+import org.apache.druid.segment.column.ValueType;
 import org.apache.druid.segment.vector.VectorColumnSelectorFactory;
 
 import javax.annotation.Nullable;
@@ -55,6 +58,7 @@ public class HllSketchBuildAggregatorFactory extends HllSketchAggregatorFactory
     super(name, fieldName, lgK, tgtHllType, round);
   }
 
+
   @Override
   public ColumnType getIntermediateType()
   {
@@ -71,6 +75,7 @@ public class HllSketchBuildAggregatorFactory extends HllSketchAggregatorFactory
   public Aggregator factorize(final ColumnSelectorFactory columnSelectorFactory)
   {
     final ColumnValueSelector<Object> selector = columnSelectorFactory.makeColumnValueSelector(getFieldName());
+    validateInputs(columnSelectorFactory.getColumnCapabilities(getFieldName()));
     return new HllSketchBuildAggregator(selector, getLgK(), TgtHllType.valueOf(getTgtHllType()));
   }
 
@@ -78,6 +83,7 @@ public class HllSketchBuildAggregatorFactory extends HllSketchAggregatorFactory
   public BufferAggregator factorizeBuffered(final ColumnSelectorFactory columnSelectorFactory)
   {
     final ColumnValueSelector<Object> selector = columnSelectorFactory.makeColumnValueSelector(getFieldName());
+    validateInputs(columnSelectorFactory.getColumnCapabilities(getFieldName()));
     return new HllSketchBuildBufferAggregator(
         selector,
         getLgK(),
@@ -95,6 +101,7 @@ public class HllSketchBuildAggregatorFactory extends HllSketchAggregatorFactory
   @Override
   public VectorAggregator factorizeVector(VectorColumnSelectorFactory selectorFactory)
   {
+    validateInputs(selectorFactory.getColumnCapabilities(getFieldName()));
     return new HllSketchBuildVectorAggregator(
         selectorFactory,
         getFieldName(),
@@ -114,4 +121,19 @@ public class HllSketchBuildAggregatorFactory extends HllSketchAggregatorFactory
     return HllSketch.getMaxUpdatableSerializationBytes(getLgK(), TgtHllType.valueOf(getTgtHllType()));
   }
 
+  private void validateInputs(@Nullable ColumnCapabilities capabilities)
+  {
+    if (capabilities != null) {
+      if (capabilities.is(ValueType.COMPLEX)) {
+        throw new ISE(
+            "Invalid input [%s] of type [%s] for [%s] aggregator [%s]",
+            getFieldName(),
+            capabilities.asTypeString(),
+            HllSketchModule.BUILD_TYPE_NAME,
+            getName()
+        );
+      }
+    }
+  }
+
 }

extensions-core/datasketches/src/test/java/org/apache/druid/query/aggregation/datasketches/hll/HllSketchAggregatorTest.java

@@ -143,6 +143,35 @@ public class HllSketchAggregatorTest extends InitializedNullHandlingTest
     Assert.assertEquals(200, (double) row.get(0), 0.1);
   }
 
+  @Test
+  public void unsuccessfulComplexTypesInHLL() throws Exception
+  {
+    String metricSpec = "[{"
+                        + "\"type\": \"hyperUnique\","
+                        + "\"name\": \"index_hll\","
+                        + "\"fieldName\": \"id\""
+                        + "}]";
+    try {
+      Sequence<ResultRow> seq = helper.createIndexAndRunQueryOnSegment(
+          new File(this.getClass().getClassLoader().getResource("hll/hll_sketches.tsv").getFile()),
+          buildParserJson(
+              Arrays.asList("dim", "multiDim", "id"),
+              Arrays.asList("timestamp", "dim", "multiDim", "id")
+          ),
+          metricSpec,
+          0, // minTimestamp
+          Granularities.NONE,
+          200, // maxRowCount
+          buildGroupByQueryJson("HLLSketchBuild", "index_hll", !ROUND)
+      );
+    }
+    catch (RuntimeException e) {
+      Assert.assertTrue(
+          e.getMessage().contains("Invalid input [index_hll] of type [COMPLEX<hyperUnique>] for [HLLSketchBuild]"));
+    }
+
+  }
+
   @Test
   public void buildSketchesAtQueryTimeMultiValue() throws Exception
   {