@Test
public void singleValuedField_OrderedByMultiValueSubAggregationDesc() throws Exception {
boolean asc = false;
SearchResponse response =
client()
.prepareSearch("idx")
.setTypes("type")
.addAggregation(
terms("terms")
.executionHint(randomExecutionHint())
.field(SINGLE_VALUED_FIELD_NAME)
.order(Terms.Order.aggregation("stats.avg", asc))
.subAggregation(stats("stats").field("i")))
.execute()
.actionGet();
assertSearchResponse(response);
Terms terms = response.getAggregations().get("terms");
assertThat(terms, notNullValue());
assertThat(terms.getName(), equalTo("terms"));
assertThat(terms.getBuckets().size(), equalTo(5));
int i = 4;
for (Terms.Bucket bucket : terms.getBuckets()) {
assertThat(bucket, notNullValue());
assertThat(key(bucket), equalTo("val" + i));
assertThat(bucket.getDocCount(), equalTo(1l));
Stats stats = bucket.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getMax(), equalTo((double) i));
i--;
}
}
public void testStats() {
SearchResponse response =
client().prepareSearch("idx").addAggregation(stats("stats").field("long").missing(5)).get();
assertSearchResponse(response);
Stats stats = response.getAggregations().get("stats");
assertEquals(2, stats.getCount());
assertEquals(4, stats.getAvg(), 0);
}
@Test
public void multiValueAggDerivative() throws Exception {
SearchResponse response =
client()
.prepareSearch("idx")
.addAggregation(
histogram("histo")
.field(SINGLE_VALUED_FIELD_NAME)
.interval(interval)
.subAggregation(stats("stats").field(SINGLE_VALUED_FIELD_NAME))
.subAggregation(derivative("deriv").setBucketsPaths("stats.sum")))
.execute()
.actionGet();
assertSearchResponse(response);
InternalHistogram<Bucket> deriv = response.getAggregations().get("histo");
assertThat(deriv, notNullValue());
assertThat(deriv.getName(), equalTo("histo"));
assertThat(deriv.getBuckets().size(), equalTo(numValueBuckets));
Object[] propertiesKeys = (Object[]) deriv.getProperty("_key");
Object[] propertiesDocCounts = (Object[]) deriv.getProperty("_count");
Object[] propertiesSumCounts = (Object[]) deriv.getProperty("stats.sum");
List<Bucket> buckets = new ArrayList<Bucket>(deriv.getBuckets());
Long expectedSumPreviousBucket = Long.MIN_VALUE; // start value, gets
// overwritten
for (int i = 0; i < numValueBuckets; ++i) {
Histogram.Bucket bucket = buckets.get(i);
checkBucketKeyAndDocCount("Bucket " + i, bucket, i * interval, valueCounts[i]);
Stats stats = bucket.getAggregations().get("stats");
assertThat(stats, notNullValue());
long expectedSum = valueCounts[i] * (i * interval);
assertThat(stats.getSum(), equalTo((double) expectedSum));
SimpleValue sumDeriv = bucket.getAggregations().get("deriv");
if (i > 0) {
assertThat(sumDeriv, notNullValue());
long sumDerivValue = expectedSum - expectedSumPreviousBucket;
assertThat(sumDeriv.value(), equalTo((double) sumDerivValue));
assertThat(
(double)
bucket.getProperty(
"histo", AggregationPath.parse("deriv.value").getPathElementsAsStringList()),
equalTo((double) sumDerivValue));
} else {
assertThat(sumDeriv, nullValue());
}
expectedSumPreviousBucket = expectedSum;
assertThat((long) propertiesKeys[i], equalTo((long) i * interval));
assertThat((long) propertiesDocCounts[i], equalTo(valueCounts[i]));
assertThat((double) propertiesSumCounts[i], equalTo((double) expectedSum));
}
}
@Override
public void testEmptyAggregation() throws Exception {
SearchResponse searchResponse =
client()
.prepareSearch("empty_bucket_idx")
.setQuery(matchAllQuery())
.addAggregation(
histogram("histo")
.field("value")
.interval(1L)
.minDocCount(0)
.subAggregation(stats("stats").field("value")))
.execute()
.actionGet();
assertShardExecutionState(searchResponse, 0);
assertThat(searchResponse.getHits().getTotalHits(), equalTo(2L));
Histogram histo = searchResponse.getAggregations().get("histo");
assertThat(histo, notNullValue());
Histogram.Bucket bucket = histo.getBuckets().get(1);
assertThat(bucket, notNullValue());
Stats stats = bucket.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("stats"));
assertThat(stats.getCount(), equalTo(0L));
assertThat(stats.getSum(), equalTo(0.0));
assertThat(stats.getMin(), equalTo(Double.POSITIVE_INFINITY));
assertThat(stats.getMax(), equalTo(Double.NEGATIVE_INFINITY));
assertThat(Double.isNaN(stats.getAvg()), is(true));
}
@Override
public void testScriptSingleValuedWithParams() throws Exception {
Map<String, Object> params = new HashMap<>();
params.put("inc", 1);
Script script =
new Script(
"doc['value'].value + inc",
ScriptType.INLINE,
AggregationTestScriptsPlugin.NAME,
params);
SearchResponse searchResponse =
client()
.prepareSearch("idx")
.setQuery(matchAllQuery())
.addAggregation(stats("stats").script(script))
.get();
assertShardExecutionState(searchResponse, 0);
assertHitCount(searchResponse, 10);
Stats stats = searchResponse.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("stats"));
assertThat(stats.getAvg(), equalTo((double) (2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11) / 10));
assertThat(stats.getMin(), equalTo(2.0));
assertThat(stats.getMax(), equalTo(11.0));
assertThat(stats.getSum(), equalTo((double) 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11));
assertThat(stats.getCount(), equalTo(10L));
}
@Test
public void withStatsSubAggregator() throws Exception {
SearchResponse response =
client()
.prepareSearch("idx")
.setQuery(QueryBuilders.termQuery("tag", "tag1"))
.addAggregation(global("global").subAggregation(stats("value_stats").field("value")))
.execute()
.actionGet();
assertSearchResponse(response);
Global global = response.getAggregations().get("global");
assertThat(global, notNullValue());
assertThat(global.getName(), equalTo("global"));
assertThat(global.getDocCount(), equalTo((long) numDocs));
assertThat(global.getAggregations().asList().isEmpty(), is(false));
Stats stats = global.getAggregations().get("value_stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("value_stats"));
long sum = 0;
for (int i = 0; i < numDocs; ++i) {
sum += i + 1;
}
assertThat(stats.getAvg(), equalTo((double) sum / numDocs));
assertThat(stats.getMin(), equalTo(1.0));
assertThat(stats.getMax(), equalTo((double) numDocs));
assertThat(stats.getCount(), equalTo((long) numDocs));
assertThat(stats.getSum(), equalTo((double) sum));
}
@Override
public void testScriptSingleValued() throws Exception {
SearchResponse searchResponse =
client()
.prepareSearch("idx")
.setQuery(matchAllQuery())
.addAggregation(
stats("stats")
.script(
new Script(
"doc['value'].value",
ScriptType.INLINE,
AggregationTestScriptsPlugin.NAME,
emptyMap())))
.get();
assertShardExecutionState(searchResponse, 0);
assertHitCount(searchResponse, 10);
Stats stats = searchResponse.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("stats"));
assertThat(stats.getAvg(), equalTo((double) (1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10) / 10));
assertThat(stats.getMin(), equalTo(1.0));
assertThat(stats.getMax(), equalTo(10.0));
assertThat(stats.getSum(), equalTo((double) 1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10));
assertThat(stats.getCount(), equalTo(10L));
}
public void testPartiallyUnmapped() {
Stats s1 =
client()
.prepareSearch("idx")
.addAggregation(stats("stats").field("value"))
.get()
.getAggregations()
.get("stats");
Stats s2 =
client()
.prepareSearch("idx", "idx_unmapped")
.addAggregation(stats("stats").field("value"))
.get()
.getAggregations()
.get("stats");
assertEquals(s1.getAvg(), s2.getAvg(), 1e-10);
assertEquals(s1.getCount(), s2.getCount());
assertEquals(s1.getMin(), s2.getMin(), 0d);
assertEquals(s1.getMax(), s2.getMax(), 0d);
}
public void testSpecialValueVariable() throws Exception {
// i.e. _value for aggregations
createIndex("test");
ensureGreen("test");
indexRandom(
true,
client().prepareIndex("test", "doc", "1").setSource("x", 5, "y", 1.2),
client().prepareIndex("test", "doc", "2").setSource("x", 10, "y", 1.4),
client().prepareIndex("test", "doc", "3").setSource("x", 13, "y", 1.8));
SearchRequestBuilder req = client().prepareSearch().setIndices("test");
req.setQuery(QueryBuilders.matchAllQuery())
.addAggregation(
AggregationBuilders.stats("int_agg")
.field("x")
.script(
new Script(
"_value * 3", ScriptType.INLINE, ExpressionScriptEngineService.NAME, null)))
.addAggregation(
AggregationBuilders.stats("double_agg")
.field("y")
.script(
new Script(
"_value - 1.1",
ScriptType.INLINE,
ExpressionScriptEngineService.NAME,
null)));
SearchResponse rsp = req.get();
assertEquals(3, rsp.getHits().getTotalHits());
Stats stats = rsp.getAggregations().get("int_agg");
assertEquals(39.0, stats.getMax(), 0.0001);
assertEquals(15.0, stats.getMin(), 0.0001);
stats = rsp.getAggregations().get("double_agg");
assertEquals(0.7, stats.getMax(), 0.0001);
assertEquals(0.1, stats.getMin(), 0.0001);
}
@Override
public void testMultiValuedField() throws Exception {
SearchResponse searchResponse =
client()
.prepareSearch("idx")
.setQuery(matchAllQuery())
.addAggregation(stats("stats").field("values"))
.execute()
.actionGet();
assertShardExecutionState(searchResponse, 0);
assertHitCount(searchResponse, 10);
Stats stats = searchResponse.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("stats"));
assertThat(
stats.getAvg(),
equalTo(
(double)
(2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11
+ 12)
/ 20));
assertThat(stats.getMin(), equalTo(2.0));
assertThat(stats.getMax(), equalTo(12.0));
assertThat(
stats.getSum(),
equalTo(
(double) 2
+ 3
+ 4
+ 5
+ 6
+ 7
+ 8
+ 9
+ 10
+ 11
+ 3
+ 4
+ 5
+ 6
+ 7
+ 8
+ 9
+ 10
+ 11
+ 12));
assertThat(stats.getCount(), equalTo(20L));
}
@Test
public void statsTest() throws IOException, SqlParseException, SQLFeatureNotSupportedException {
Aggregations result = query(String.format("SELECT STATS(age) FROM %s/account", TEST_INDEX));
Stats stats = result.get("STATS(age)");
Assert.assertEquals(1000, stats.getCount());
assertThat(stats.getSum(), equalTo(30171.0));
assertThat(stats.getMin(), equalTo(20.0));
assertThat(stats.getMax(), equalTo(40.0));
assertThat(stats.getAvg(), equalTo(30.171));
}
@Override
public void testSingleValuedFieldGetProperty() throws Exception {
SearchResponse searchResponse =
client()
.prepareSearch("idx")
.setQuery(matchAllQuery())
.addAggregation(global("global").subAggregation(stats("stats").field("value")))
.execute()
.actionGet();
assertHitCount(searchResponse, 10);
Global global = searchResponse.getAggregations().get("global");
assertThat(global, notNullValue());
assertThat(global.getName(), equalTo("global"));
assertThat(global.getDocCount(), equalTo(10L));
assertThat(global.getAggregations(), notNullValue());
assertThat(global.getAggregations().asMap().size(), equalTo(1));
Stats stats = global.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("stats"));
Stats statsFromProperty = (Stats) global.getProperty("stats");
assertThat(statsFromProperty, notNullValue());
assertThat(statsFromProperty, sameInstance(stats));
double expectedAvgValue = (double) (1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10) / 10;
assertThat(stats.getAvg(), equalTo(expectedAvgValue));
assertThat((double) global.getProperty("stats.avg"), equalTo(expectedAvgValue));
double expectedMinValue = 1.0;
assertThat(stats.getMin(), equalTo(expectedMinValue));
assertThat((double) global.getProperty("stats.min"), equalTo(expectedMinValue));
double expectedMaxValue = 10.0;
assertThat(stats.getMax(), equalTo(expectedMaxValue));
assertThat((double) global.getProperty("stats.max"), equalTo(expectedMaxValue));
double expectedSumValue = 1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10;
assertThat(stats.getSum(), equalTo(expectedSumValue));
assertThat((double) global.getProperty("stats.sum"), equalTo(expectedSumValue));
long expectedCountValue = 10;
assertThat(stats.getCount(), equalTo(expectedCountValue));
assertThat((double) global.getProperty("stats.count"), equalTo((double) expectedCountValue));
}
@Override
public void testUnmapped() throws Exception {
SearchResponse searchResponse =
client()
.prepareSearch("idx_unmapped")
.setQuery(matchAllQuery())
.addAggregation(stats("stats").field("value"))
.execute()
.actionGet();
assertShardExecutionState(searchResponse, 0);
assertThat(searchResponse.getHits().getTotalHits(), equalTo(0L));
Stats stats = searchResponse.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("stats"));
assertThat(stats.getAvg(), equalTo(Double.NaN));
assertThat(stats.getMin(), equalTo(Double.POSITIVE_INFINITY));
assertThat(stats.getMax(), equalTo(Double.NEGATIVE_INFINITY));
assertThat(stats.getSum(), equalTo(0.0));
assertThat(stats.getCount(), equalTo(0L));
}
@Override
public void testSingleValuedFieldPartiallyUnmapped() throws Exception {
SearchResponse searchResponse =
client()
.prepareSearch("idx", "idx_unmapped")
.setQuery(matchAllQuery())
.addAggregation(stats("stats").field("value"))
.execute()
.actionGet();
assertShardExecutionState(searchResponse, 0);
assertHitCount(searchResponse, 10);
Stats stats = searchResponse.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("stats"));
assertThat(stats.getAvg(), equalTo((double) (1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10) / 10));
assertThat(stats.getMin(), equalTo(1.0));
assertThat(stats.getMax(), equalTo(10.0));
assertThat(stats.getSum(), equalTo((double) 1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10));
assertThat(stats.getCount(), equalTo(10L));
}
public void testSimple() throws Exception {
SearchResponse response =
client()
.prepareSearch("idx")
.addAggregation(
nested("nested", "nested")
.subAggregation(stats("nested_value_stats").field("nested.value")))
.execute()
.actionGet();
assertSearchResponse(response);
double min = Double.POSITIVE_INFINITY;
double max = Double.NEGATIVE_INFINITY;
long sum = 0;
long count = 0;
for (int i = 0; i < numParents; ++i) {
for (int j = 0; j < numChildren[i]; ++j) {
final long value = i + 1 + j;
min = Math.min(min, value);
max = Math.max(max, value);
sum += value;
++count;
}
}
Nested nested = response.getAggregations().get("nested");
assertThat(nested, notNullValue());
assertThat(nested.getName(), equalTo("nested"));
assertThat(nested.getDocCount(), equalTo(count));
assertThat(nested.getAggregations().asList().isEmpty(), is(false));
Stats stats = nested.getAggregations().get("nested_value_stats");
assertThat(stats, notNullValue());
assertThat(stats.getMin(), equalTo(min));
assertThat(stats.getMax(), equalTo(max));
assertThat(stats.getCount(), equalTo(count));
assertThat(stats.getSum(), equalTo((double) sum));
assertThat(stats.getAvg(), equalTo((double) sum / count));
}
@Override
public void testOrderByEmptyAggregation() throws Exception {
SearchResponse searchResponse =
client()
.prepareSearch("idx")
.setQuery(matchAllQuery())
.addAggregation(
terms("terms")
.field("value")
.order(Order.compound(Order.aggregation("filter>stats.avg", true)))
.subAggregation(
filter("filter", termQuery("value", 100))
.subAggregation(stats("stats").field("value"))))
.get();
assertHitCount(searchResponse, 10);
Terms terms = searchResponse.getAggregations().get("terms");
assertThat(terms, notNullValue());
List<Terms.Bucket> buckets = terms.getBuckets();
assertThat(buckets, notNullValue());
assertThat(buckets.size(), equalTo(10));
for (int i = 0; i < 10; i++) {
Terms.Bucket bucket = buckets.get(i);
assertThat(bucket, notNullValue());
assertThat(bucket.getKeyAsNumber(), equalTo((long) i + 1));
assertThat(bucket.getDocCount(), equalTo(1L));
Filter filter = bucket.getAggregations().get("filter");
assertThat(filter, notNullValue());
assertThat(filter.getDocCount(), equalTo(0L));
Stats stats = filter.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getMin(), equalTo(Double.POSITIVE_INFINITY));
assertThat(stats.getMax(), equalTo(Double.NEGATIVE_INFINITY));
assertThat(stats.getAvg(), equalTo(Double.NaN));
assertThat(stats.getSum(), equalTo(0.0));
assertThat(stats.getCount(), equalTo(0L));
}
}
@Test
public void singleValuedField_OrderedBySubAggregationAsc_MultiHierarchyLevels() throws Exception {
boolean asc = randomBoolean();
SearchResponse response =
client()
.prepareSearch("idx")
.setTypes("type")
.addAggregation(
terms("tags")
.executionHint(randomExecutionHint())
.field("tag")
.order(Terms.Order.aggregation("filter1>filter2>stats.max", asc))
.subAggregation(
filter("filter1")
.filter(FilterBuilders.matchAllFilter())
.subAggregation(
filter("filter2")
.filter(FilterBuilders.matchAllFilter())
.subAggregation(stats("stats").field("i")))))
.execute()
.actionGet();
assertSearchResponse(response);
Terms tags = response.getAggregations().get("tags");
assertThat(tags, notNullValue());
assertThat(tags.getName(), equalTo("tags"));
assertThat(tags.getBuckets().size(), equalTo(2));
Iterator<Terms.Bucket> iters = tags.getBuckets().iterator();
// the max for "more" is 2
// the max for "less" is 4
Terms.Bucket tag = iters.next();
assertThat(tag, notNullValue());
assertThat(key(tag), equalTo(asc ? "more" : "less"));
assertThat(tag.getDocCount(), equalTo(asc ? 3l : 2l));
Filter filter1 = tag.getAggregations().get("filter1");
assertThat(filter1, notNullValue());
assertThat(filter1.getDocCount(), equalTo(asc ? 3l : 2l));
Filter filter2 = filter1.getAggregations().get("filter2");
assertThat(filter2, notNullValue());
assertThat(filter2.getDocCount(), equalTo(asc ? 3l : 2l));
Stats stats = filter2.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getMax(), equalTo(asc ? 2.0 : 4.0));
tag = iters.next();
assertThat(tag, notNullValue());
assertThat(key(tag), equalTo(asc ? "less" : "more"));
assertThat(tag.getDocCount(), equalTo(asc ? 2l : 3l));
filter1 = tag.getAggregations().get("filter1");
assertThat(filter1, notNullValue());
assertThat(filter1.getDocCount(), equalTo(asc ? 2l : 3l));
filter2 = filter1.getAggregations().get("filter2");
assertThat(filter2, notNullValue());
assertThat(filter2.getDocCount(), equalTo(asc ? 2l : 3l));
stats = filter2.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getMax(), equalTo(asc ? 4.0 : 2.0));
}
public void testSingleValuedField_WithFormatter() throws Exception {
SearchResponse searchResponse =
client()
.prepareSearch("idx")
.setQuery(matchAllQuery())
.addAggregation(stats("stats").format("0000.0").field("value"))
.execute()
.actionGet();
assertHitCount(searchResponse, 10);
Stats stats = searchResponse.getAggregations().get("stats");
assertThat(stats, notNullValue());
assertThat(stats.getName(), equalTo("stats"));
assertThat(stats.getAvg(), equalTo((double) (1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10) / 10));
assertThat(stats.getAvgAsString(), equalTo("0005.5"));
assertThat(stats.getMin(), equalTo(1.0));
assertThat(stats.getMinAsString(), equalTo("0001.0"));
assertThat(stats.getMax(), equalTo(10.0));
assertThat(stats.getMaxAsString(), equalTo("0010.0"));
assertThat(stats.getSum(), equalTo((double) 1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10));
assertThat(stats.getSumAsString(), equalTo("0055.0"));
assertThat(stats.getCount(), equalTo(10L));
assertThat(stats.getCountAsString(), equalTo("0010.0"));
}