mirror of https://github.com/apache/druid.git
allow quantiles merge aggregator to also accept doubles (#7718)
* allow quantiles merge aggregator to also accept doubles * consolidate dupe * import
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6964ac23a2
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23e96d15d4
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@ -28,14 +28,12 @@ public class DoublesSketchBuildAggregator implements Aggregator
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{
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private final ColumnValueSelector<Double> valueSelector;
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private final int size;
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private UpdateDoublesSketch sketch;
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public DoublesSketchBuildAggregator(final ColumnValueSelector<Double> valueSelector, final int size)
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{
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this.valueSelector = valueSelector;
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this.size = size;
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sketch = DoublesSketch.builder().setK(size).build();
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}
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@ -68,5 +66,4 @@ public class DoublesSketchBuildAggregator implements Aggregator
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{
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sketch = null;
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}
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}
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@ -27,10 +27,10 @@ import org.apache.druid.segment.ColumnValueSelector;
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public class DoublesSketchMergeAggregator implements Aggregator
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{
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private final ColumnValueSelector<DoublesSketch> selector;
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private final ColumnValueSelector selector;
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private DoublesUnion union;
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public DoublesSketchMergeAggregator(final ColumnValueSelector<DoublesSketch> selector, final int k)
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public DoublesSketchMergeAggregator(final ColumnValueSelector selector, final int k)
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{
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this.selector = selector;
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union = DoublesUnion.builder().setMaxK(k).build();
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@ -39,13 +39,10 @@ public class DoublesSketchMergeAggregator implements Aggregator
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@Override
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public synchronized void aggregate()
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{
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final DoublesSketch sketch = selector.getObject();
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if (sketch == null) {
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return;
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}
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union.update(sketch);
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updateUnion(selector, union);
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}
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@Override
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public synchronized Object get()
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{
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@ -70,4 +67,16 @@ public class DoublesSketchMergeAggregator implements Aggregator
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union = null;
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}
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static void updateUnion(ColumnValueSelector selector, DoublesUnion union)
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{
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final Object object = selector.getObject();
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if (object == null) {
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return;
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}
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if (object instanceof DoublesSketch) {
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union.update((DoublesSketch) object);
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} else {
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union.update(selector.getDouble());
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}
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}
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}
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@ -20,7 +20,6 @@
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package org.apache.druid.query.aggregation.datasketches.quantiles;
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import com.yahoo.memory.WritableMemory;
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import com.yahoo.sketches.quantiles.DoublesSketch;
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import com.yahoo.sketches.quantiles.DoublesUnion;
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import it.unimi.dsi.fastutil.ints.Int2ObjectMap;
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import it.unimi.dsi.fastutil.ints.Int2ObjectOpenHashMap;
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@ -34,14 +33,14 @@ import java.util.IdentityHashMap;
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public class DoublesSketchMergeBufferAggregator implements BufferAggregator
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{
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private final ColumnValueSelector<DoublesSketch> selector;
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private final ColumnValueSelector selector;
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private final int k;
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private final int maxIntermediateSize;
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private final IdentityHashMap<ByteBuffer, WritableMemory> memCache = new IdentityHashMap<>();
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private final IdentityHashMap<ByteBuffer, Int2ObjectMap<DoublesUnion>> unions = new IdentityHashMap<>();
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public DoublesSketchMergeBufferAggregator(
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final ColumnValueSelector<DoublesSketch> selector,
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final ColumnValueSelector selector,
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final int k,
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final int maxIntermediateSize)
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{
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@ -62,12 +61,8 @@ public class DoublesSketchMergeBufferAggregator implements BufferAggregator
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@Override
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public synchronized void aggregate(final ByteBuffer buffer, final int position)
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{
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final DoublesSketch sketch = selector.getObject();
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if (sketch == null) {
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return;
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}
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final DoublesUnion union = unions.get(buffer).get(position);
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union.update(sketch);
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DoublesSketchMergeAggregator.updateUnion(selector, union);
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}
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@Override
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@ -125,25 +125,26 @@ public class DoublesSketchSqlAggregatorTest extends CalciteTestBase
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CalciteTests.getJsonMapper().registerModule(mod);
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}
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final QueryableIndex index = IndexBuilder.create()
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.tmpDir(temporaryFolder.newFolder())
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.segmentWriteOutMediumFactory(OffHeapMemorySegmentWriteOutMediumFactory.instance())
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.schema(
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new IncrementalIndexSchema.Builder()
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.withMetrics(
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new CountAggregatorFactory("cnt"),
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new DoubleSumAggregatorFactory("m1", "m1"),
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new DoublesSketchAggregatorFactory(
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"qsketch_m1",
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"m1",
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128
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)
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)
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.withRollup(false)
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.build()
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)
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.rows(CalciteTests.ROWS1)
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.buildMMappedIndex();
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final QueryableIndex index =
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IndexBuilder.create()
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.tmpDir(temporaryFolder.newFolder())
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.segmentWriteOutMediumFactory(OffHeapMemorySegmentWriteOutMediumFactory.instance())
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.schema(
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new IncrementalIndexSchema.Builder()
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.withMetrics(
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new CountAggregatorFactory("cnt"),
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new DoubleSumAggregatorFactory("m1", "m1"),
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new DoublesSketchAggregatorFactory(
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"qsketch_m1",
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"m1",
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128
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)
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)
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.withRollup(false)
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.build()
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)
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.rows(CalciteTests.ROWS1)
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.buildMMappedIndex();
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walker = new SpecificSegmentsQuerySegmentWalker(conglomerate).add(
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DataSegment.builder()
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@ -401,6 +402,73 @@ public class DoublesSketchSqlAggregatorTest extends CalciteTestBase
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);
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}
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@Test
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public void testQuantileOnInnerQuantileQuery() throws Exception
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{
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SqlLifecycle sqlLifecycle = sqlLifecycleFactory.factorize();
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final String sql = "SELECT dim1, APPROX_QUANTILE_DS(x, 0.5)\n"
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+ "FROM (SELECT dim1, dim2, APPROX_QUANTILE_DS(m1, 0.5) AS x FROM foo GROUP BY dim1, dim2) GROUP BY dim1";
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final List<Object[]> results = sqlLifecycle.runSimple(sql, QUERY_CONTEXT_DEFAULT, authenticationResult).toList();
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ImmutableList.Builder<Object[]> builder = ImmutableList.builder();
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builder.add(new Object[]{"", 1.0});
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builder.add(new Object[]{"1", 4.0});
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builder.add(new Object[]{"10.1", 2.0});
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builder.add(new Object[]{"2", 3.0});
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builder.add(new Object[]{"abc", 6.0});
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builder.add(new Object[]{"def", 5.0});
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final List<Object[]> expectedResults = builder.build();
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Assert.assertEquals(expectedResults.size(), results.size());
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for (int i = 0; i < expectedResults.size(); i++) {
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Assert.assertArrayEquals(expectedResults.get(i), results.get(i));
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}
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// Verify query
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Assert.assertEquals(
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GroupByQuery.builder()
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.setDataSource(
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new QueryDataSource(
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GroupByQuery.builder()
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.setDataSource(CalciteTests.DATASOURCE1)
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.setInterval(new MultipleIntervalSegmentSpec(ImmutableList.of(Filtration.eternity())))
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.setGranularity(Granularities.ALL)
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.setDimensions(
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new DefaultDimensionSpec("dim1", "d0"),
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new DefaultDimensionSpec("dim2", "d1")
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)
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.setAggregatorSpecs(
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ImmutableList.of(
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new DoublesSketchAggregatorFactory("a0:agg", "m1", 128)
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)
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)
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.setPostAggregatorSpecs(
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ImmutableList.of(
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new DoublesSketchToQuantilePostAggregator("a0", makeFieldAccessPostAgg("a0:agg"), 0.5f)
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)
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)
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.setContext(ImmutableMap.of(PlannerContext.CTX_SQL_QUERY_ID, "dummy"))
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.build()
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)
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)
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.setInterval(new MultipleIntervalSegmentSpec(ImmutableList.of(Filtration.eternity())))
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.setGranularity(Granularities.ALL)
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.setDimensions(new DefaultDimensionSpec("d0", "_d0", ValueType.STRING))
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.setAggregatorSpecs(
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new DoublesSketchAggregatorFactory("_a0:agg", "a0", 128)
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)
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.setPostAggregatorSpecs(
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ImmutableList.of(
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new DoublesSketchToQuantilePostAggregator("_a0", makeFieldAccessPostAgg("_a0:agg"), 0.5f)
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)
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)
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.setContext(ImmutableMap.of(PlannerContext.CTX_SQL_QUERY_ID, "dummy"))
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.build(),
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Iterables.getOnlyElement(queryLogHook.getRecordedQueries())
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);
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}
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private static PostAggregator makeFieldAccessPostAgg(String name)
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{
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return new FieldAccessPostAggregator(name, name);
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