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Add some tests for rollup aggs, comparing root vs. zero-key.
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engine/table/src/test/java/io/deephaven/engine/table/impl/TestRollup.java
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// | ||
// Copyright (c) 2016-2024 Deephaven Data Labs and Patent Pending | ||
// | ||
package io.deephaven.engine.table.impl; | ||
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import io.deephaven.api.agg.Aggregation; | ||
import io.deephaven.engine.table.Table; | ||
import io.deephaven.engine.table.hierarchical.RollupTable; | ||
import io.deephaven.engine.testutil.*; | ||
import io.deephaven.engine.testutil.generator.*; | ||
import io.deephaven.engine.testutil.testcase.RefreshingTableTestCase; | ||
import io.deephaven.test.types.OutOfBandTest; | ||
import org.junit.Test; | ||
import org.junit.experimental.categories.Category; | ||
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import java.util.*; | ||
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import static io.deephaven.api.agg.Aggregation.*; | ||
import static io.deephaven.engine.testutil.TstUtils.*; | ||
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@Category(OutOfBandTest.class) | ||
public class TestRollup extends RefreshingTableTestCase { | ||
// This is the list of supported aggregations for rollup. These are all using `intCol` as the column to aggregate | ||
// because the re-aggregation logic is effectively the same for all column types. | ||
private final Collection<Aggregation> aggs = List.of( | ||
AggAbsSum("absSum=intCol"), | ||
AggAvg("avg=intCol"), | ||
AggCount("count"), | ||
AggCountWhere("countWhere", "intCol > 50"), | ||
AggCountDistinct("countDistinct=intCol"), | ||
AggDistinct("distinct=intCol"), | ||
AggFirst("first=intCol"), | ||
AggLast("last=intCol"), | ||
AggMax("max=intCol"), | ||
AggMin("min=intCol"), | ||
AggSortedFirst("Sym", "firstSorted=intCol"), | ||
AggSortedLast("Sym", "lastSorted=intCol"), | ||
AggStd("std=intCol"), | ||
AggSum("sum=intCol"), | ||
AggUnique("unique=intCol"), | ||
AggVar("var=intCol"), | ||
AggWAvg("intCol", "wavg=intCol"), | ||
AggWSum("intCol", "wsum=intCol") | ||
); | ||
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// Companion list of columns to compare between rollup root and the zero-key equivalent | ||
private final String[] columnsToCompare = new String[] { | ||
"intCol", | ||
"absSum", | ||
"avg", | ||
"count", | ||
"countWhere", | ||
"countDistinct", | ||
"distinct", | ||
"first", | ||
"last", | ||
"max", | ||
"min", | ||
"firstSorted", | ||
"lastSorted", | ||
"std", | ||
"sum", | ||
"unique", | ||
"var", | ||
"wavg", | ||
"wsum" | ||
}; | ||
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@SuppressWarnings("rawtypes") | ||
private final ColumnInfo[] columnInfo = initColumnInfos( | ||
new String[] {"Sym", "intCol"}, | ||
new SetGenerator<>("a", "b", "c", "d"), | ||
new IntGenerator(10, 100)); | ||
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private QueryTable createTable(boolean refreshing, int size, Random random) { | ||
return getTable(refreshing, size, random, columnInfo); | ||
} | ||
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@Override | ||
public void setUp() throws Exception { | ||
super.setUp(); | ||
} | ||
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private String[] dropColumnNames(final Table table, final String[] columnsToKeep) { | ||
final List<String> columns = new ArrayList<>(); | ||
final Set<String> columnsToKeepSet = new HashSet<>(Arrays.asList(columnsToKeep)); | ||
for (final String column : table.getDefinition().getColumnNames()) { | ||
if (!columnsToKeepSet.contains(column)) { | ||
columns.add(column); | ||
} | ||
} | ||
return columns.toArray(String[]::new); | ||
} | ||
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@Test | ||
public void testRollup() { | ||
final Random random = new Random(0); | ||
// Create the test table | ||
final Table testTable = createTable(false, 100_000, random); | ||
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// Create the rollup table | ||
final RollupTable rollupTable = testTable.rollup(aggs, false, "Sym"); | ||
// Extract the root table and drop columns we don't want to compare | ||
final Table rootTable = rollupTable.getRoot(); | ||
final Table actual = rootTable.dropColumns(dropColumnNames(rootTable, columnsToCompare)); | ||
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// Create the expected table (zero-key equivalent of the rollup table) | ||
final Table expected = testTable.aggBy(aggs); | ||
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// Compare the zero-key equivalent table to the rollup table root | ||
TstUtils.assertTableEquals(actual, expected); | ||
} | ||
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@Test | ||
public void testRollupIncremental() { | ||
for (int size = 10; size <= 1000; size *= 10) { | ||
testRollupIncrementalInternal("size-" + size, size); | ||
} | ||
} | ||
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private void testRollupIncrementalInternal(final String ctxt, final int size) { | ||
final Random random = new Random(0); | ||
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// Create the test table | ||
final QueryTable testTable = createTable(true, size * 10, random); | ||
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// Create the drop cplumns list | ||
final String[] dropColumns = dropColumnNames( | ||
testTable.rollup(aggs, false, "Sym").getRoot(), columnsToCompare); | ||
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EvalNuggetInterface[] en = new EvalNuggetInterface[] { | ||
new QueryTableTest.TableComparator( | ||
testTable.rollup(aggs, false, "Sym") | ||
.getRoot().dropColumns(dropColumns), | ||
testTable.aggBy(aggs)) | ||
}; | ||
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final int steps = 100; // 8; | ||
for (int step = 0; step < steps; step++) { | ||
if (RefreshingTableTestCase.printTableUpdates) { | ||
System.out.println("Step = " + step); | ||
} | ||
simulateShiftAwareStep(ctxt + " step == " + step, size, random, testTable, columnInfo, en); | ||
} | ||
} | ||
} |