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Example 1 with PROBABILITY_FIELD

use of com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD in project bullet-core by yahoo.

the class DistributionTest method testCasting.

@Test
public void testCasting() {
    Distribution distribution = makeDistribution(Distribution.Type.PMF, Collections.singletonList(50.0));
    IntStream.range(0, 25).mapToObj(String::valueOf).map(s -> RecordBox.get().add("field", s).getRecord()).forEach(distribution::consume);
    distribution.consume(RecordBox.get().add("field", "garbage").getRecord());
    distribution.consume(RecordBox.get().add("field", "1.0 garbage").getRecord());
    IntStream.range(50, 100).mapToDouble(i -> i).mapToObj(d -> RecordBox.get().add("field", d).getRecord()).forEach(distribution::consume);
    Clip result = distribution.getResult();
    Map<String, Object> metadata = (Map<String, Object>) result.getMeta().asMap().get("meta");
    Assert.assertEquals(metadata.size(), 7);
    Assert.assertFalse((Boolean) metadata.get("isEst"));
    List<BulletRecord> records = result.getRecords();
    Assert.assertEquals(records.size(), 2);
    BulletRecord expectedA = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 50.0 + END_EXCLUSIVE).add(COUNT_FIELD, 25.0).add(PROBABILITY_FIELD, 1.0 / 3).getRecord();
    BulletRecord expectedB = RecordBox.get().add(RANGE_FIELD, START_INCLUSIVE + 50.0 + SEPARATOR + POSITIVE_INFINITY_END).add(COUNT_FIELD, 50.0).add(PROBABILITY_FIELD, 2.0 / 3).getRecord();
    Assert.assertEquals(records.get(0), expectedA);
    Assert.assertEquals(records.get(1), expectedB);
    Assert.assertEquals(distribution.getRecords(), result.getRecords());
    Assert.assertEquals(distribution.getMetadata().asMap(), result.getMeta().asMap());
}
Also used : IntStream(java.util.stream.IntStream) Arrays(java.util.Arrays) BulletError(com.yahoo.bullet.common.BulletError) Concept(com.yahoo.bullet.result.Meta.Concept) Test(org.testng.annotations.Test) HashMap(java.util.HashMap) RecordBox(com.yahoo.bullet.result.RecordBox) PROBABILITY_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD) Clip(com.yahoo.bullet.result.Clip) Family(com.yahoo.sketches.Family) SEPARATOR(com.yahoo.bullet.aggregations.sketches.QuantileSketch.SEPARATOR) HashSet(java.util.HashSet) VALUE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.VALUE_FIELD) Pair(org.apache.commons.lang3.tuple.Pair) Assert(org.testng.Assert) Arrays.asList(java.util.Arrays.asList) Map(java.util.Map) AggregationUtils.makeAttributes(com.yahoo.bullet.parsing.AggregationUtils.makeAttributes) QUANTILE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.QUANTILE_FIELD) BulletRecord(com.yahoo.bullet.record.BulletRecord) DoublesSketch(com.yahoo.sketches.quantiles.DoublesSketch) Aggregation(com.yahoo.bullet.parsing.Aggregation) COUNT_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.COUNT_FIELD) POSITIVE_INFINITY_END(com.yahoo.bullet.aggregations.sketches.QuantileSketch.POSITIVE_INFINITY_END) Set(java.util.Set) Collectors(java.util.stream.Collectors) List(java.util.List) TestHelpers.assertApproxEquals(com.yahoo.bullet.TestHelpers.assertApproxEquals) START_INCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.START_INCLUSIVE) TestHelpers.addMetadata(com.yahoo.bullet.TestHelpers.addMetadata) NEGATIVE_INFINITY_START(com.yahoo.bullet.aggregations.sketches.QuantileSketch.NEGATIVE_INFINITY_START) BulletConfig(com.yahoo.bullet.common.BulletConfig) Optional(java.util.Optional) RANGE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.RANGE_FIELD) Collections(java.util.Collections) END_EXCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.END_EXCLUSIVE) Clip(com.yahoo.bullet.result.Clip) BulletRecord(com.yahoo.bullet.record.BulletRecord) HashMap(java.util.HashMap) Map(java.util.Map) Test(org.testng.annotations.Test)

Example 2 with PROBABILITY_FIELD

use of com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD in project bullet-core by yahoo.

the class DistributionTest method testCombining.

@Test
public void testCombining() {
    Distribution distribution = makeDistribution(Distribution.Type.CDF, asList(5.0, 2.5));
    IntStream.range(0, 25).mapToDouble(i -> (i * 0.1)).mapToObj(d -> RecordBox.get().add("field", d).getRecord()).forEach(distribution::consume);
    Distribution anotherDistribution = makeDistribution(Distribution.Type.CDF, asList(5.0, 2.5));
    IntStream.range(50, 100).mapToDouble(i -> (i * 0.1)).mapToObj(d -> RecordBox.get().add("field", d).getRecord()).forEach(anotherDistribution::consume);
    Distribution union = makeDistribution(Distribution.Type.CDF, asList(5.0, 2.5));
    union.combine(distribution.getData());
    union.combine(anotherDistribution.getData());
    Clip result = union.getResult();
    Map<String, Object> metadata = (Map<String, Object>) result.getMeta().asMap().get("meta");
    Assert.assertEquals(metadata.size(), 7);
    Assert.assertFalse((Boolean) metadata.get("isEst"));
    List<BulletRecord> records = result.getRecords();
    Assert.assertEquals(records.size(), 3);
    BulletRecord expectedA = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 2.5 + END_EXCLUSIVE).add(COUNT_FIELD, 25.0).add(PROBABILITY_FIELD, 1.0 / 3).getRecord();
    BulletRecord expectedB = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 5.0 + END_EXCLUSIVE).add(COUNT_FIELD, 25.0).add(PROBABILITY_FIELD, 1.0 / 3).getRecord();
    BulletRecord expectedC = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + POSITIVE_INFINITY_END).add(COUNT_FIELD, 75.0).add(PROBABILITY_FIELD, 1.0).getRecord();
    Assert.assertEquals(records.get(0), expectedA);
    Assert.assertEquals(records.get(1), expectedB);
    Assert.assertEquals(records.get(2), expectedC);
    Assert.assertEquals(union.getRecords(), records);
    Assert.assertEquals(union.getMetadata().asMap(), result.getMeta().asMap());
}
Also used : IntStream(java.util.stream.IntStream) Arrays(java.util.Arrays) BulletError(com.yahoo.bullet.common.BulletError) Concept(com.yahoo.bullet.result.Meta.Concept) Test(org.testng.annotations.Test) HashMap(java.util.HashMap) RecordBox(com.yahoo.bullet.result.RecordBox) PROBABILITY_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD) Clip(com.yahoo.bullet.result.Clip) Family(com.yahoo.sketches.Family) SEPARATOR(com.yahoo.bullet.aggregations.sketches.QuantileSketch.SEPARATOR) HashSet(java.util.HashSet) VALUE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.VALUE_FIELD) Pair(org.apache.commons.lang3.tuple.Pair) Assert(org.testng.Assert) Arrays.asList(java.util.Arrays.asList) Map(java.util.Map) AggregationUtils.makeAttributes(com.yahoo.bullet.parsing.AggregationUtils.makeAttributes) QUANTILE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.QUANTILE_FIELD) BulletRecord(com.yahoo.bullet.record.BulletRecord) DoublesSketch(com.yahoo.sketches.quantiles.DoublesSketch) Aggregation(com.yahoo.bullet.parsing.Aggregation) COUNT_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.COUNT_FIELD) POSITIVE_INFINITY_END(com.yahoo.bullet.aggregations.sketches.QuantileSketch.POSITIVE_INFINITY_END) Set(java.util.Set) Collectors(java.util.stream.Collectors) List(java.util.List) TestHelpers.assertApproxEquals(com.yahoo.bullet.TestHelpers.assertApproxEquals) START_INCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.START_INCLUSIVE) TestHelpers.addMetadata(com.yahoo.bullet.TestHelpers.addMetadata) NEGATIVE_INFINITY_START(com.yahoo.bullet.aggregations.sketches.QuantileSketch.NEGATIVE_INFINITY_START) BulletConfig(com.yahoo.bullet.common.BulletConfig) Optional(java.util.Optional) RANGE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.RANGE_FIELD) Collections(java.util.Collections) END_EXCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.END_EXCLUSIVE) Clip(com.yahoo.bullet.result.Clip) BulletRecord(com.yahoo.bullet.record.BulletRecord) HashMap(java.util.HashMap) Map(java.util.Map) Test(org.testng.annotations.Test)

Example 3 with PROBABILITY_FIELD

use of com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD in project bullet-core by yahoo.

the class DistributionTest method testResetting.

@Test
public void testResetting() {
    Distribution distribution = makeDistribution(Distribution.Type.CDF, asList(5.0, 2.5));
    IntStream.range(0, 25).mapToDouble(i -> (i * 0.1)).mapToObj(d -> RecordBox.get().add("field", d).getRecord()).forEach(distribution::consume);
    BulletRecord expectedA = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 2.5 + END_EXCLUSIVE).add(COUNT_FIELD, 25.0).add(PROBABILITY_FIELD, 1.0).getRecord();
    BulletRecord expectedB = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 5.0 + END_EXCLUSIVE).add(COUNT_FIELD, 25.0).add(PROBABILITY_FIELD, 1.0).getRecord();
    BulletRecord expectedC = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + POSITIVE_INFINITY_END).add(COUNT_FIELD, 25.0).add(PROBABILITY_FIELD, 1.0).getRecord();
    Clip result = distribution.getResult();
    List<BulletRecord> records = result.getRecords();
    Assert.assertEquals(records.size(), 3);
    Assert.assertEquals(records.get(0), expectedA);
    Assert.assertEquals(records.get(1), expectedB);
    Assert.assertEquals(records.get(2), expectedC);
    Assert.assertEquals(distribution.getRecords(), records);
    Assert.assertEquals(distribution.getMetadata().asMap(), result.getMeta().asMap());
    distribution.reset();
    IntStream.range(50, 100).mapToDouble(i -> (i * 0.1)).mapToObj(d -> RecordBox.get().add("field", d).getRecord()).forEach(distribution::consume);
    expectedA = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 2.5 + END_EXCLUSIVE).add(COUNT_FIELD, 0.0).add(PROBABILITY_FIELD, 0.0).getRecord();
    expectedB = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 5.0 + END_EXCLUSIVE).add(COUNT_FIELD, 0.0).add(PROBABILITY_FIELD, 0.0).getRecord();
    expectedC = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + POSITIVE_INFINITY_END).add(COUNT_FIELD, 50.0).add(PROBABILITY_FIELD, 1.0).getRecord();
    result = distribution.getResult();
    records = result.getRecords();
    Assert.assertEquals(records.size(), 3);
    Assert.assertEquals(records.get(0), expectedA);
    Assert.assertEquals(records.get(1), expectedB);
    Assert.assertEquals(records.get(2), expectedC);
    Assert.assertEquals(distribution.getRecords(), records);
    Assert.assertEquals(distribution.getMetadata().asMap(), result.getMeta().asMap());
}
Also used : IntStream(java.util.stream.IntStream) Arrays(java.util.Arrays) BulletError(com.yahoo.bullet.common.BulletError) Concept(com.yahoo.bullet.result.Meta.Concept) Test(org.testng.annotations.Test) HashMap(java.util.HashMap) RecordBox(com.yahoo.bullet.result.RecordBox) PROBABILITY_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD) Clip(com.yahoo.bullet.result.Clip) Family(com.yahoo.sketches.Family) SEPARATOR(com.yahoo.bullet.aggregations.sketches.QuantileSketch.SEPARATOR) HashSet(java.util.HashSet) VALUE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.VALUE_FIELD) Pair(org.apache.commons.lang3.tuple.Pair) Assert(org.testng.Assert) Arrays.asList(java.util.Arrays.asList) Map(java.util.Map) AggregationUtils.makeAttributes(com.yahoo.bullet.parsing.AggregationUtils.makeAttributes) QUANTILE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.QUANTILE_FIELD) BulletRecord(com.yahoo.bullet.record.BulletRecord) DoublesSketch(com.yahoo.sketches.quantiles.DoublesSketch) Aggregation(com.yahoo.bullet.parsing.Aggregation) COUNT_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.COUNT_FIELD) POSITIVE_INFINITY_END(com.yahoo.bullet.aggregations.sketches.QuantileSketch.POSITIVE_INFINITY_END) Set(java.util.Set) Collectors(java.util.stream.Collectors) List(java.util.List) TestHelpers.assertApproxEquals(com.yahoo.bullet.TestHelpers.assertApproxEquals) START_INCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.START_INCLUSIVE) TestHelpers.addMetadata(com.yahoo.bullet.TestHelpers.addMetadata) NEGATIVE_INFINITY_START(com.yahoo.bullet.aggregations.sketches.QuantileSketch.NEGATIVE_INFINITY_START) BulletConfig(com.yahoo.bullet.common.BulletConfig) Optional(java.util.Optional) RANGE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.RANGE_FIELD) Collections(java.util.Collections) END_EXCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.END_EXCLUSIVE) Clip(com.yahoo.bullet.result.Clip) BulletRecord(com.yahoo.bullet.record.BulletRecord) Test(org.testng.annotations.Test)

Example 4 with PROBABILITY_FIELD

use of com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD in project bullet-core by yahoo.

the class DistributionTest method testPMF.

@Test
public void testPMF() {
    Distribution distribution = makeDistribution(Distribution.Type.PMF, asList(5.0, 2.5));
    IntStream.range(0, 100).mapToDouble(i -> (i * 0.1)).mapToObj(d -> RecordBox.get().add("field", d).getRecord()).forEach(distribution::consume);
    Clip result = distribution.getResult();
    Map<String, Object> metadata = (Map<String, Object>) result.getMeta().asMap().get("meta");
    Assert.assertEquals(metadata.size(), 7);
    Assert.assertFalse((Boolean) metadata.get("isEst"));
    List<BulletRecord> records = result.getRecords();
    Assert.assertEquals(records.size(), 3);
    BulletRecord expectedA = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 2.5 + END_EXCLUSIVE).add(COUNT_FIELD, 25.0).add(PROBABILITY_FIELD, 0.25).getRecord();
    BulletRecord expectedB = RecordBox.get().add(RANGE_FIELD, START_INCLUSIVE + 2.5 + SEPARATOR + 5.0 + END_EXCLUSIVE).add(COUNT_FIELD, 25.0).add(PROBABILITY_FIELD, 0.25).getRecord();
    BulletRecord expectedC = RecordBox.get().add(RANGE_FIELD, START_INCLUSIVE + 5.0 + SEPARATOR + POSITIVE_INFINITY_END).add(COUNT_FIELD, 50.0).add(PROBABILITY_FIELD, 0.5).getRecord();
    Assert.assertEquals(records.get(0), expectedA);
    Assert.assertEquals(records.get(1), expectedB);
    Assert.assertEquals(records.get(2), expectedC);
    Assert.assertEquals(distribution.getRecords(), result.getRecords());
    Assert.assertEquals(distribution.getMetadata().asMap(), result.getMeta().asMap());
}
Also used : IntStream(java.util.stream.IntStream) Arrays(java.util.Arrays) BulletError(com.yahoo.bullet.common.BulletError) Concept(com.yahoo.bullet.result.Meta.Concept) Test(org.testng.annotations.Test) HashMap(java.util.HashMap) RecordBox(com.yahoo.bullet.result.RecordBox) PROBABILITY_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD) Clip(com.yahoo.bullet.result.Clip) Family(com.yahoo.sketches.Family) SEPARATOR(com.yahoo.bullet.aggregations.sketches.QuantileSketch.SEPARATOR) HashSet(java.util.HashSet) VALUE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.VALUE_FIELD) Pair(org.apache.commons.lang3.tuple.Pair) Assert(org.testng.Assert) Arrays.asList(java.util.Arrays.asList) Map(java.util.Map) AggregationUtils.makeAttributes(com.yahoo.bullet.parsing.AggregationUtils.makeAttributes) QUANTILE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.QUANTILE_FIELD) BulletRecord(com.yahoo.bullet.record.BulletRecord) DoublesSketch(com.yahoo.sketches.quantiles.DoublesSketch) Aggregation(com.yahoo.bullet.parsing.Aggregation) COUNT_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.COUNT_FIELD) POSITIVE_INFINITY_END(com.yahoo.bullet.aggregations.sketches.QuantileSketch.POSITIVE_INFINITY_END) Set(java.util.Set) Collectors(java.util.stream.Collectors) List(java.util.List) TestHelpers.assertApproxEquals(com.yahoo.bullet.TestHelpers.assertApproxEquals) START_INCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.START_INCLUSIVE) TestHelpers.addMetadata(com.yahoo.bullet.TestHelpers.addMetadata) NEGATIVE_INFINITY_START(com.yahoo.bullet.aggregations.sketches.QuantileSketch.NEGATIVE_INFINITY_START) BulletConfig(com.yahoo.bullet.common.BulletConfig) Optional(java.util.Optional) RANGE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.RANGE_FIELD) Collections(java.util.Collections) END_EXCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.END_EXCLUSIVE) Clip(com.yahoo.bullet.result.Clip) BulletRecord(com.yahoo.bullet.record.BulletRecord) HashMap(java.util.HashMap) Map(java.util.Map) Test(org.testng.annotations.Test)

Example 5 with PROBABILITY_FIELD

use of com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD in project bullet-core by yahoo.

the class DistributionTest method testNegativeSize.

@Test
public void testNegativeSize() {
    // MAX_POINTS is configured to -1 and we will use the min BulletConfig.DEFAULT_DISTRIBUTION_AGGREGATION_MAX_POINTS
    // and aggregation size, which is 1
    Distribution distribution = makeDistribution(makeConfiguration(-1, 128), makeAttributes(Distribution.Type.PMF, 10L), "field", 1, ALL_METADATA);
    IntStream.range(0, 100).mapToDouble(i -> i).mapToObj(d -> RecordBox.get().add("field", d).getRecord()).forEach(distribution::consume);
    Clip result = distribution.getResult();
    Map<String, Object> metadata = (Map<String, Object>) result.getMeta().asMap().get("meta");
    Assert.assertEquals(metadata.size(), 7);
    Assert.assertFalse((Boolean) metadata.get("isEst"));
    List<BulletRecord> records = result.getRecords();
    Assert.assertEquals(records.size(), 2);
    BulletRecord expectedA = RecordBox.get().add(RANGE_FIELD, NEGATIVE_INFINITY_START + SEPARATOR + 0.0 + END_EXCLUSIVE).add(COUNT_FIELD, 0.0).add(PROBABILITY_FIELD, 0.0).getRecord();
    BulletRecord expectedB = RecordBox.get().add(RANGE_FIELD, START_INCLUSIVE + 0.0 + SEPARATOR + POSITIVE_INFINITY_END).add(COUNT_FIELD, 100.0).add(PROBABILITY_FIELD, 1.0).getRecord();
    Assert.assertEquals(records.get(0), expectedA);
    Assert.assertEquals(records.get(1), expectedB);
    Assert.assertEquals(distribution.getRecords(), result.getRecords());
    Assert.assertEquals(distribution.getMetadata().asMap(), result.getMeta().asMap());
}
Also used : IntStream(java.util.stream.IntStream) Arrays(java.util.Arrays) BulletError(com.yahoo.bullet.common.BulletError) Concept(com.yahoo.bullet.result.Meta.Concept) Test(org.testng.annotations.Test) HashMap(java.util.HashMap) RecordBox(com.yahoo.bullet.result.RecordBox) PROBABILITY_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD) Clip(com.yahoo.bullet.result.Clip) Family(com.yahoo.sketches.Family) SEPARATOR(com.yahoo.bullet.aggregations.sketches.QuantileSketch.SEPARATOR) HashSet(java.util.HashSet) VALUE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.VALUE_FIELD) Pair(org.apache.commons.lang3.tuple.Pair) Assert(org.testng.Assert) Arrays.asList(java.util.Arrays.asList) Map(java.util.Map) AggregationUtils.makeAttributes(com.yahoo.bullet.parsing.AggregationUtils.makeAttributes) QUANTILE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.QUANTILE_FIELD) BulletRecord(com.yahoo.bullet.record.BulletRecord) DoublesSketch(com.yahoo.sketches.quantiles.DoublesSketch) Aggregation(com.yahoo.bullet.parsing.Aggregation) COUNT_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.COUNT_FIELD) POSITIVE_INFINITY_END(com.yahoo.bullet.aggregations.sketches.QuantileSketch.POSITIVE_INFINITY_END) Set(java.util.Set) Collectors(java.util.stream.Collectors) List(java.util.List) TestHelpers.assertApproxEquals(com.yahoo.bullet.TestHelpers.assertApproxEquals) START_INCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.START_INCLUSIVE) TestHelpers.addMetadata(com.yahoo.bullet.TestHelpers.addMetadata) NEGATIVE_INFINITY_START(com.yahoo.bullet.aggregations.sketches.QuantileSketch.NEGATIVE_INFINITY_START) BulletConfig(com.yahoo.bullet.common.BulletConfig) Optional(java.util.Optional) RANGE_FIELD(com.yahoo.bullet.aggregations.sketches.QuantileSketch.RANGE_FIELD) Collections(java.util.Collections) END_EXCLUSIVE(com.yahoo.bullet.aggregations.sketches.QuantileSketch.END_EXCLUSIVE) Clip(com.yahoo.bullet.result.Clip) BulletRecord(com.yahoo.bullet.record.BulletRecord) HashMap(java.util.HashMap) Map(java.util.Map) Test(org.testng.annotations.Test)

Aggregations

COUNT_FIELD (com.yahoo.bullet.aggregations.sketches.QuantileSketch.COUNT_FIELD)7 END_EXCLUSIVE (com.yahoo.bullet.aggregations.sketches.QuantileSketch.END_EXCLUSIVE)7 NEGATIVE_INFINITY_START (com.yahoo.bullet.aggregations.sketches.QuantileSketch.NEGATIVE_INFINITY_START)7 POSITIVE_INFINITY_END (com.yahoo.bullet.aggregations.sketches.QuantileSketch.POSITIVE_INFINITY_END)7 PROBABILITY_FIELD (com.yahoo.bullet.aggregations.sketches.QuantileSketch.PROBABILITY_FIELD)7 RANGE_FIELD (com.yahoo.bullet.aggregations.sketches.QuantileSketch.RANGE_FIELD)7 SEPARATOR (com.yahoo.bullet.aggregations.sketches.QuantileSketch.SEPARATOR)7 START_INCLUSIVE (com.yahoo.bullet.aggregations.sketches.QuantileSketch.START_INCLUSIVE)7 BulletConfig (com.yahoo.bullet.common.BulletConfig)7 BulletError (com.yahoo.bullet.common.BulletError)7 Aggregation (com.yahoo.bullet.parsing.Aggregation)7 AggregationUtils.makeAttributes (com.yahoo.bullet.parsing.AggregationUtils.makeAttributes)7 BulletRecord (com.yahoo.bullet.record.BulletRecord)7 Clip (com.yahoo.bullet.result.Clip)7 Concept (com.yahoo.bullet.result.Meta.Concept)7 RecordBox (com.yahoo.bullet.result.RecordBox)7 Arrays.asList (java.util.Arrays.asList)7 HashMap (java.util.HashMap)7 HashSet (java.util.HashSet)7 List (java.util.List)7