Examples with PrimitiveType org.apache.parquet.schema.PrimitiveType used on opensource projects

Example 81 with PrimitiveType

use of org.apache.parquet.schema.PrimitiveType in project presto by prestodb.

the class TestColumnIndexBuilder method testBuildDoubleZeroNaN.

@Test
public void testBuildDoubleZeroNaN() {
    PrimitiveType type = Types.required(DOUBLE).named("test_double");
    ColumnIndexBuilder builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    StatsBuilder sb = new StatsBuilder();
    builder.add(sb.stats(type, -1.0, -0.0));
    builder.add(sb.stats(type, 0.0, 1.0));
    builder.add(sb.stats(type, 1.0, 100.0));
    ColumnIndex columnIndex = builder.build();
    assertCorrectValues(columnIndex.getMinValues(), -1.0, -0.0, 1.0);
    assertCorrectValues(columnIndex.getMaxValues(), 0.0, 1.0, 100.0);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    builder.add(sb.stats(type, -1.0, -0.0));
    builder.add(sb.stats(type, 0.0, Double.NaN));
    builder.add(sb.stats(type, 1.0, 100.0));
    assertNull(builder.build());
}

Example 82 with PrimitiveType

use of org.apache.parquet.schema.PrimitiveType in project presto by prestodb.

the class TestColumnIndexBuilder method testBuildUInt8.

@Test
public void testBuildUInt8() {
    PrimitiveType type = Types.required(INT32).as(UINT_8).named("test_uint8");
    ColumnIndexBuilder builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    // assertThat(builder, instanceOf(IntColumnIndexBuilder.class));
    assertNull(builder.build());
    Operators.IntColumn col = intColumn("test_col");
    StatsBuilder sb = new StatsBuilder();
    builder.add(sb.stats(type, 4, 10));
    builder.add(sb.stats(type, 11, 17, null));
    builder.add(sb.stats(type, 2, 2, null, null));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, 1, 0xFF));
    builder.add(sb.stats(type, 0xEF, 0xFA));
    assertEquals(6, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    ColumnIndex columnIndex = builder.build();
    assertEquals(BoundaryOrder.UNORDERED, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 0, 1, 2, 3, 0, 0);
    assertCorrectNullPages(columnIndex, false, false, false, true, false, false);
    assertCorrectValues(columnIndex.getMaxValues(), 10, 17, 2, null, 0xFF, 0xFA);
    assertCorrectValues(columnIndex.getMinValues(), 4, 11, 2, null, 1, 0xEF);
    assertCorrectFiltering(columnIndex, eq(col, 2), 2, 4);
    assertCorrectFiltering(columnIndex, eq(col, null), 1, 2, 3);
    assertCorrectFiltering(columnIndex, notEq(col, 2), 0, 1, 2, 3, 4, 5);
    assertCorrectFiltering(columnIndex, notEq(col, null), 0, 1, 2, 4, 5);
    assertCorrectFiltering(columnIndex, gt(col, 2), 0, 1, 4, 5);
    assertCorrectFiltering(columnIndex, gtEq(col, 2), 0, 1, 2, 4, 5);
    assertCorrectFiltering(columnIndex, lt(col, 0xEF), 0, 1, 2, 4);
    assertCorrectFiltering(columnIndex, ltEq(col, 0xEF), 0, 1, 2, 4, 5);
    assertCorrectFiltering(columnIndex, userDefined(col, IntegerIsDivisableWith3.class), 0, 1, 4, 5);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, IntegerIsDivisableWith3.class)), 0, 1, 2, 3, 4, 5);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, 0, 0, null, null));
    builder.add(sb.stats(type, 0, 42, null));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, 42, 0xEE));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, 0xEF, 0xFF));
    builder.add(sb.stats(type, null, null));
    assertEquals(9, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    columnIndex = builder.build();
    assertEquals(BoundaryOrder.ASCENDING, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 2, 2, 1, 2, 3, 0, 2, 0, 2);
    assertCorrectNullPages(columnIndex, true, false, false, true, true, false, true, false, true);
    assertCorrectValues(columnIndex.getMaxValues(), null, 0, 42, null, null, 0xEE, null, 0xFF, null);
    assertCorrectValues(columnIndex.getMinValues(), null, 0, 0, null, null, 42, null, 0xEF, null);
    assertCorrectFiltering(columnIndex, eq(col, 2), 2);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 1, 2, 3, 4, 6, 8);
    assertCorrectFiltering(columnIndex, notEq(col, 2), 0, 1, 2, 3, 4, 5, 6, 7, 8);
    assertCorrectFiltering(columnIndex, notEq(col, null), 1, 2, 5, 7);
    assertCorrectFiltering(columnIndex, gt(col, 0xEE), 7);
    assertCorrectFiltering(columnIndex, gtEq(col, 0xEE), 5, 7);
    assertCorrectFiltering(columnIndex, lt(col, 42), 1, 2);
    assertCorrectFiltering(columnIndex, ltEq(col, 42), 1, 2, 5);
    assertCorrectFiltering(columnIndex, userDefined(col, IntegerIsDivisableWith3.class), 1, 2, 5, 7);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, IntegerIsDivisableWith3.class)), 0, 1, 2, 3, 4, 5, 6, 7, 8);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null, null, null, null));
    builder.add(sb.stats(type, 0xFF, 0xFF));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, 0xEF, 0xEA, null));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, 0xEE, 42));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, 41, 0));
    assertEquals(9, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    columnIndex = builder.build();
    assertEquals(BoundaryOrder.DESCENDING, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 5, 0, 3, 1, 2, 0, 2, 2, 0);
    assertCorrectNullPages(columnIndex, true, false, true, false, true, false, true, true, false);
    assertCorrectValues(columnIndex.getMaxValues(), null, 0xFF, null, 0xEF, null, 0xEE, null, null, 41);
    assertCorrectValues(columnIndex.getMinValues(), null, 0xFF, null, 0xEA, null, 42, null, null, 0);
    assertCorrectFiltering(columnIndex, eq(col, 0xAB), 5);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 2, 3, 4, 6, 7);
    assertCorrectFiltering(columnIndex, notEq(col, 0xFF), 0, 2, 3, 4, 5, 6, 7, 8);
    assertCorrectFiltering(columnIndex, notEq(col, null), 1, 3, 5, 8);
    assertCorrectFiltering(columnIndex, gt(col, 0xFF));
    assertCorrectFiltering(columnIndex, gtEq(col, 0xFF), 1);
    assertCorrectFiltering(columnIndex, lt(col, 42), 8);
    assertCorrectFiltering(columnIndex, ltEq(col, 42), 5, 8);
    assertCorrectFiltering(columnIndex, userDefined(col, IntegerIsDivisableWith3.class), 1, 3, 5, 8);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, IntegerIsDivisableWith3.class)), 0, 2, 3, 4, 5, 6, 7, 8);
}

Example 83 with PrimitiveType

use of org.apache.parquet.schema.PrimitiveType in project presto by prestodb.

the class TestColumnIndexBuilder method testBuildBinaryDecimal.

@Test
public void testBuildBinaryDecimal() {
    PrimitiveType type = Types.required(BINARY).as(DECIMAL).precision(12).scale(2).named("test_binary_decimal");
    ColumnIndexBuilder builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    // assertThat(builder, instanceOf(BinaryColumnIndexBuilder.class));
    assertNull(builder.build());
    Operators.BinaryColumn col = binaryColumn("test_col");
    StatsBuilder sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, decimalBinary("-0.17"), decimalBinary("1234567890.12")));
    builder.add(sb.stats(type, decimalBinary("-234.23"), null, null, null));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, decimalBinary("-9999293.23"), decimalBinary("2348978.45")));
    builder.add(sb.stats(type, null, null, null, null));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, decimalBinary("87656273")));
    assertEquals(8, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    ColumnIndex columnIndex = builder.build();
    assertEquals(BoundaryOrder.UNORDERED, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 2, 0, 3, 3, 0, 4, 2, 0);
    assertCorrectNullPages(columnIndex, true, false, false, true, false, true, true, false);
    assertCorrectValues(columnIndex.getMaxValues(), null, decimalBinary("1234567890.12"), decimalBinary("-234.23"), null, decimalBinary("2348978.45"), null, null, decimalBinary("87656273"));
    assertCorrectValues(columnIndex.getMinValues(), null, decimalBinary("-0.17"), decimalBinary("-234.23"), null, decimalBinary("-9999293.23"), null, null, decimalBinary("87656273"));
    assertCorrectFiltering(columnIndex, eq(col, decimalBinary("0.0")), 1, 4);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 2, 3, 5, 6);
    assertCorrectFiltering(columnIndex, notEq(col, decimalBinary("87656273")), 0, 1, 2, 3, 4, 5, 6);
    assertCorrectFiltering(columnIndex, notEq(col, null), 1, 2, 4, 7);
    assertCorrectFiltering(columnIndex, gt(col, decimalBinary("2348978.45")), 1);
    assertCorrectFiltering(columnIndex, gtEq(col, decimalBinary("2348978.45")), 1, 4);
    assertCorrectFiltering(columnIndex, lt(col, decimalBinary("-234.23")), 4);
    assertCorrectFiltering(columnIndex, ltEq(col, decimalBinary("-234.23")), 2, 4);
    assertCorrectFiltering(columnIndex, userDefined(col, BinaryDecimalIsNullOrZeroUdp.class), 0, 1, 2, 3, 4, 5, 6);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, BinaryDecimalIsNullOrZeroUdp.class)), 1, 2, 4, 7);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null, null, null));
    builder.add(sb.stats(type, decimalBinary("-9999293.23"), decimalBinary("-234.23")));
    builder.add(sb.stats(type, decimalBinary("-0.17"), decimalBinary("87656273")));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, decimalBinary("87656273")));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, decimalBinary("1234567890.12"), null, null, null));
    builder.add(sb.stats(type, null, null, null));
    assertEquals(8, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    columnIndex = builder.build();
    assertEquals(BoundaryOrder.ASCENDING, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 4, 0, 0, 2, 0, 2, 3, 3);
    assertCorrectNullPages(columnIndex, true, false, false, true, false, true, false, true);
    assertCorrectValues(columnIndex.getMaxValues(), null, decimalBinary("-234.23"), decimalBinary("87656273"), null, decimalBinary("87656273"), null, decimalBinary("1234567890.12"), null);
    assertCorrectValues(columnIndex.getMinValues(), null, decimalBinary("-9999293.23"), decimalBinary("-0.17"), null, decimalBinary("87656273"), null, decimalBinary("1234567890.12"), null);
    assertCorrectFiltering(columnIndex, eq(col, decimalBinary("87656273")), 2, 4);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 3, 5, 6, 7);
    assertCorrectFiltering(columnIndex, notEq(col, decimalBinary("87656273")), 0, 1, 2, 3, 5, 6, 7);
    assertCorrectFiltering(columnIndex, notEq(col, null), 1, 2, 4, 6);
    assertCorrectFiltering(columnIndex, gt(col, decimalBinary("87656273")), 6);
    assertCorrectFiltering(columnIndex, gtEq(col, decimalBinary("87656273")), 2, 4, 6);
    assertCorrectFiltering(columnIndex, lt(col, decimalBinary("-0.17")), 1);
    assertCorrectFiltering(columnIndex, ltEq(col, decimalBinary("-0.17")), 1, 2);
    assertCorrectFiltering(columnIndex, userDefined(col, BinaryDecimalIsNullOrZeroUdp.class), 0, 2, 3, 5, 6, 7);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, BinaryDecimalIsNullOrZeroUdp.class)), 1, 2, 4, 6);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, decimalBinary("1234567890.12"), null, null, null));
    builder.add(sb.stats(type, null, null, null, null));
    builder.add(sb.stats(type, decimalBinary("1234567890.12"), decimalBinary("87656273")));
    builder.add(sb.stats(type, decimalBinary("987656273"), decimalBinary("-0.17")));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, decimalBinary("-234.23"), decimalBinary("-9999293.23")));
    assertEquals(8, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    columnIndex = builder.build();
    assertEquals(BoundaryOrder.DESCENDING, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 3, 2, 3, 4, 0, 0, 2, 0);
    assertCorrectNullPages(columnIndex, true, true, false, true, false, false, true, false);
    assertCorrectValues(columnIndex.getMaxValues(), null, null, decimalBinary("1234567890.12"), null, decimalBinary("1234567890.12"), decimalBinary("987656273"), null, decimalBinary("-234.23"));
    assertCorrectValues(columnIndex.getMinValues(), null, null, decimalBinary("1234567890.12"), null, decimalBinary("87656273"), decimalBinary("-0.17"), null, decimalBinary("-9999293.23"));
    assertCorrectFiltering(columnIndex, eq(col, decimalBinary("1234567890.12")), 2, 4);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 1, 2, 3, 6);
    assertCorrectFiltering(columnIndex, notEq(col, decimalBinary("0.0")), 0, 1, 2, 3, 4, 5, 6, 7);
    assertCorrectFiltering(columnIndex, notEq(col, null), 2, 4, 5, 7);
    assertCorrectFiltering(columnIndex, gt(col, decimalBinary("1234567890.12")));
    assertCorrectFiltering(columnIndex, gtEq(col, decimalBinary("1234567890.12")), 2, 4);
    assertCorrectFiltering(columnIndex, lt(col, decimalBinary("-0.17")), 7);
    assertCorrectFiltering(columnIndex, ltEq(col, decimalBinary("-0.17")), 5, 7);
    assertCorrectFiltering(columnIndex, userDefined(col, BinaryDecimalIsNullOrZeroUdp.class), 0, 1, 2, 3, 5, 6);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, BinaryDecimalIsNullOrZeroUdp.class)), 2, 4, 5, 7);
}

Example 84 with PrimitiveType

use of org.apache.parquet.schema.PrimitiveType in project presto by prestodb.

the class TestColumnIndexBuilder method testBuildBoolean.

@Test
public void testBuildBoolean() {
    PrimitiveType type = Types.required(BOOLEAN).named("test_boolean");
    ColumnIndexBuilder builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    // assertThat(builder, instanceOf(BooleanColumnIndexBuilder.class));
    assertNull(builder.build());
    Operators.BooleanColumn col = booleanColumn("test_col");
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    StatsBuilder sb = new StatsBuilder();
    builder.add(sb.stats(type, false, true));
    builder.add(sb.stats(type, true, false, null));
    builder.add(sb.stats(type, true, true, null, null));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, false, false));
    assertEquals(5, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    ColumnIndex columnIndex = builder.build();
    assertEquals(BoundaryOrder.UNORDERED, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 0, 1, 2, 3, 0);
    assertCorrectNullPages(columnIndex, false, false, false, true, false);
    assertCorrectValues(columnIndex.getMaxValues(), true, true, true, null, false);
    assertCorrectValues(columnIndex.getMinValues(), false, false, true, null, false);
    assertCorrectFiltering(columnIndex, eq(col, true), 0, 1, 2);
    assertCorrectFiltering(columnIndex, eq(col, null), 1, 2, 3);
    assertCorrectFiltering(columnIndex, notEq(col, true), 0, 1, 2, 3, 4);
    assertCorrectFiltering(columnIndex, notEq(col, null), 0, 1, 2, 4);
    assertCorrectFiltering(columnIndex, userDefined(col, BooleanIsTrueOrNull.class), 0, 1, 2, 3);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, BooleanIsTrueOrNull.class)), 0, 1, 4);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, false, false));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, null, null, null, null));
    builder.add(sb.stats(type, false, true, null));
    builder.add(sb.stats(type, false, true, null, null));
    builder.add(sb.stats(type, null, null, null));
    assertEquals(7, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    columnIndex = builder.build();
    assertEquals(BoundaryOrder.ASCENDING, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 2, 0, 3, 4, 1, 2, 3);
    assertCorrectNullPages(columnIndex, true, false, true, true, false, false, true);
    assertCorrectValues(columnIndex.getMaxValues(), null, false, null, null, true, true, null);
    assertCorrectValues(columnIndex.getMinValues(), null, false, null, null, false, false, null);
    assertCorrectFiltering(columnIndex, eq(col, true), 4, 5);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 2, 3, 4, 5, 6);
    assertCorrectFiltering(columnIndex, notEq(col, true), 0, 1, 2, 3, 4, 5, 6);
    assertCorrectFiltering(columnIndex, notEq(col, null), 1, 4, 5);
    assertCorrectFiltering(columnIndex, userDefined(col, BooleanIsTrueOrNull.class), 0, 2, 3, 4, 5, 6);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, BooleanIsTrueOrNull.class)), 1, 4, 5);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, true, true));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, null, null, null, null));
    builder.add(sb.stats(type, true, false, null));
    builder.add(sb.stats(type, false, false, null, null));
    builder.add(sb.stats(type, null, null, null));
    assertEquals(7, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    columnIndex = builder.build();
    assertEquals(BoundaryOrder.DESCENDING, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 2, 0, 3, 4, 1, 2, 3);
    assertCorrectNullPages(columnIndex, true, false, true, true, false, false, true);
    assertCorrectValues(columnIndex.getMaxValues(), null, true, null, null, true, false, null);
    assertCorrectValues(columnIndex.getMinValues(), null, true, null, null, false, false, null);
    assertCorrectFiltering(columnIndex, eq(col, true), 1, 4);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 2, 3, 4, 5, 6);
    assertCorrectFiltering(columnIndex, notEq(col, true), 0, 2, 3, 4, 5, 6);
    assertCorrectFiltering(columnIndex, notEq(col, null), 1, 4, 5);
    assertCorrectFiltering(columnIndex, userDefined(col, BooleanIsTrueOrNull.class), 0, 1, 2, 3, 4, 5, 6);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, BooleanIsTrueOrNull.class)), 4, 5);
}

Example 85 with PrimitiveType

use of org.apache.parquet.schema.PrimitiveType in project presto by prestodb.

the class TestColumnIndexBuilder method testBuildDouble.

@Test
public void testBuildDouble() {
    PrimitiveType type = Types.required(DOUBLE).named("test_double");
    ColumnIndexBuilder builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    // assertThat(builder, instanceOf(DoubleColumnIndexBuilder.class));
    assertNull(builder.build());
    Operators.DoubleColumn col = doubleColumn("test_col");
    StatsBuilder sb = new StatsBuilder();
    builder.add(sb.stats(type, -4.2, -4.1));
    builder.add(sb.stats(type, -11.7, 7.0, null));
    builder.add(sb.stats(type, 2.2, 2.2, null, null));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, 1.9, 2.32));
    builder.add(sb.stats(type, -21.0, 8.1));
    assertEquals(6, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    ColumnIndex columnIndex = builder.build();
    assertEquals(BoundaryOrder.UNORDERED, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 0, 1, 2, 3, 0, 0);
    assertCorrectNullPages(columnIndex, false, false, false, true, false, false);
    assertCorrectValues(columnIndex.getMaxValues(), -4.1, 7.0, 2.2, null, 2.32, 8.1);
    assertCorrectValues(columnIndex.getMinValues(), -4.2, -11.7, 2.2, null, 1.9, -21.0);
    assertCorrectFiltering(columnIndex, eq(col, 0.0), 1, 5);
    assertCorrectFiltering(columnIndex, eq(col, null), 1, 2, 3);
    assertCorrectFiltering(columnIndex, notEq(col, 2.2), 0, 1, 2, 3, 4, 5);
    assertCorrectFiltering(columnIndex, notEq(col, null), 0, 1, 2, 4, 5);
    assertCorrectFiltering(columnIndex, gt(col, 2.2), 1, 4, 5);
    assertCorrectFiltering(columnIndex, gtEq(col, 2.2), 1, 2, 4, 5);
    assertCorrectFiltering(columnIndex, lt(col, -4.2), 1, 5);
    assertCorrectFiltering(columnIndex, ltEq(col, -4.2), 0, 1, 5);
    assertCorrectFiltering(columnIndex, userDefined(col, DoubleIsInteger.class), 1, 4, 5);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, DoubleIsInteger.class)), 0, 1, 2, 3, 4, 5);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, -532.3, -345.2, null, null));
    builder.add(sb.stats(type, -234.7, -234.6, null));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, -234.6, 2.99999));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, 3.0, 42.83));
    builder.add(sb.stats(type, null, null));
    assertEquals(9, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    columnIndex = builder.build();
    assertEquals(BoundaryOrder.ASCENDING, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 2, 2, 1, 2, 3, 0, 2, 0, 2);
    assertCorrectNullPages(columnIndex, true, false, false, true, true, false, true, false, true);
    assertCorrectValues(columnIndex.getMaxValues(), null, -345.2, -234.6, null, null, 2.99999, null, 42.83, null);
    assertCorrectValues(columnIndex.getMinValues(), null, -532.3, -234.7, null, null, -234.6, null, 3.0, null);
    assertCorrectFiltering(columnIndex, eq(col, 0.0), 5);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 1, 2, 3, 4, 6, 8);
    assertCorrectFiltering(columnIndex, notEq(col, 0.0), 0, 1, 2, 3, 4, 5, 6, 7, 8);
    assertCorrectFiltering(columnIndex, notEq(col, null), 1, 2, 5, 7);
    assertCorrectFiltering(columnIndex, gt(col, 2.99999), 7);
    assertCorrectFiltering(columnIndex, gtEq(col, 2.99999), 5, 7);
    assertCorrectFiltering(columnIndex, lt(col, -234.6), 1, 2);
    assertCorrectFiltering(columnIndex, ltEq(col, -234.6), 1, 2, 5);
    assertCorrectFiltering(columnIndex, userDefined(col, DoubleIsInteger.class), 1, 5, 7);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, DoubleIsInteger.class)), 0, 1, 2, 3, 4, 5, 6, 7, 8);
    builder = ColumnIndexBuilder.getBuilder(type, Integer.MAX_VALUE);
    sb = new StatsBuilder();
    builder.add(sb.stats(type, null, null, null, null, null));
    builder.add(sb.stats(type, 532.3, 345.2));
    builder.add(sb.stats(type, null, null, null));
    builder.add(sb.stats(type, 234.7, 234.6, null));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, 234.69, -2.99999));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, null, null));
    builder.add(sb.stats(type, -3.0, -42.83));
    assertEquals(9, builder.getPageCount());
    assertEquals(sb.getMinMaxSize(), builder.getMinMaxSize());
    columnIndex = builder.build();
    assertEquals(BoundaryOrder.DESCENDING, columnIndex.getBoundaryOrder());
    assertCorrectNullCounts(columnIndex, 5, 0, 3, 1, 2, 0, 2, 2, 0);
    assertCorrectNullPages(columnIndex, true, false, true, false, true, false, true, true, false);
    assertCorrectValues(columnIndex.getMaxValues(), null, 532.3, null, 234.7, null, 234.69, null, null, -3.0);
    assertCorrectValues(columnIndex.getMinValues(), null, 345.2, null, 234.6, null, -2.99999, null, null, -42.83);
    assertCorrectFiltering(columnIndex, eq(col, 234.6), 3, 5);
    assertCorrectFiltering(columnIndex, eq(col, null), 0, 2, 3, 4, 6, 7);
    assertCorrectFiltering(columnIndex, notEq(col, 2.2), 0, 1, 2, 3, 4, 5, 6, 7, 8);
    assertCorrectFiltering(columnIndex, notEq(col, null), 1, 3, 5, 8);
    assertCorrectFiltering(columnIndex, gt(col, 2.2), 1, 3, 5);
    assertCorrectFiltering(columnIndex, gtEq(col, 234.69), 1, 3, 5);
    assertCorrectFiltering(columnIndex, lt(col, -2.99999), 8);
    assertCorrectFiltering(columnIndex, ltEq(col, -2.99999), 5, 8);
    assertCorrectFiltering(columnIndex, userDefined(col, DoubleIsInteger.class), 1, 5, 8);
    assertCorrectFiltering(columnIndex, invert(userDefined(col, DoubleIsInteger.class)), 0, 1, 2, 3, 4, 5, 6, 7, 8);
}