Examples with Sum org.elasticsearch.search.aggregations.metrics.sum.Sum used on opensource projects

Example 71 with Sum

use of org.elasticsearch.search.aggregations.metrics.sum.Sum in project elasticsearch by elastic.

the class StatsBucketIT method testMetricAsSubAgg.

public void testMetricAsSubAgg() throws Exception {
    SearchResponse response = client().prepareSearch("idx").addAggregation(terms("terms").field("tag").order(Order.term(true)).subAggregation(histogram("histo").field(SINGLE_VALUED_FIELD_NAME).interval(interval).extendedBounds(minRandomValue, maxRandomValue).subAggregation(sum("sum").field(SINGLE_VALUED_FIELD_NAME))).subAggregation(statsBucket("stats_bucket", "histo>sum"))).execute().actionGet();
    assertSearchResponse(response);
    Terms terms = response.getAggregations().get("terms");
    assertThat(terms, notNullValue());
    assertThat(terms.getName(), equalTo("terms"));
    List<Terms.Bucket> termsBuckets = terms.getBuckets();
    assertThat(termsBuckets.size(), equalTo(interval));
    for (int i = 0; i < interval; ++i) {
        Terms.Bucket termsBucket = termsBuckets.get(i);
        assertThat(termsBucket, notNullValue());
        assertThat((String) termsBucket.getKey(), equalTo("tag" + (i % interval)));
        Histogram histo = termsBucket.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        double bucketSum = 0;
        int count = 0;
        double min = Double.POSITIVE_INFINITY;
        double max = Double.NEGATIVE_INFINITY;
        for (int j = 0; j < numValueBuckets; ++j) {
            Histogram.Bucket bucket = buckets.get(j);
            assertThat(bucket, notNullValue());
            assertThat(((Number) bucket.getKey()).longValue(), equalTo((long) j * interval));
            if (bucket.getDocCount() != 0) {
                Sum sum = bucket.getAggregations().get("sum");
                assertThat(sum, notNullValue());
                count++;
                bucketSum += sum.value();
                min = Math.min(min, sum.value());
                max = Math.max(max, sum.value());
            }
        }
        double avgValue = count == 0 ? Double.NaN : (bucketSum / count);
        StatsBucket statsBucketValue = termsBucket.getAggregations().get("stats_bucket");
        assertThat(statsBucketValue, notNullValue());
        assertThat(statsBucketValue.getName(), equalTo("stats_bucket"));
        assertThat(statsBucketValue.getAvg(), equalTo(avgValue));
        assertThat(statsBucketValue.getMin(), equalTo(min));
        assertThat(statsBucketValue.getMax(), equalTo(max));
    }
}

Example 72 with Sum

use of org.elasticsearch.search.aggregations.metrics.sum.Sum in project elasticsearch by elastic.

the class SumBucketIT method testMetricAsSubAgg.

public void testMetricAsSubAgg() throws Exception {
    SearchResponse response = client().prepareSearch("idx").addAggregation(terms("terms").field("tag").order(Order.term(true)).subAggregation(histogram("histo").field(SINGLE_VALUED_FIELD_NAME).interval(interval).extendedBounds(minRandomValue, maxRandomValue).subAggregation(sum("sum").field(SINGLE_VALUED_FIELD_NAME))).subAggregation(sumBucket("sum_bucket", "histo>sum"))).execute().actionGet();
    assertSearchResponse(response);
    Terms terms = response.getAggregations().get("terms");
    assertThat(terms, notNullValue());
    assertThat(terms.getName(), equalTo("terms"));
    List<Terms.Bucket> termsBuckets = terms.getBuckets();
    assertThat(termsBuckets.size(), equalTo(interval));
    for (int i = 0; i < interval; ++i) {
        Terms.Bucket termsBucket = termsBuckets.get(i);
        assertThat(termsBucket, notNullValue());
        assertThat((String) termsBucket.getKey(), equalTo("tag" + (i % interval)));
        Histogram histo = termsBucket.getAggregations().get("histo");
        assertThat(histo, notNullValue());
        assertThat(histo.getName(), equalTo("histo"));
        List<? extends Bucket> buckets = histo.getBuckets();
        double bucketSum = 0;
        for (int j = 0; j < numValueBuckets; ++j) {
            Histogram.Bucket bucket = buckets.get(j);
            assertThat(bucket, notNullValue());
            assertThat(((Number) bucket.getKey()).longValue(), equalTo((long) j * interval));
            if (bucket.getDocCount() != 0) {
                Sum sum = bucket.getAggregations().get("sum");
                assertThat(sum, notNullValue());
                bucketSum += sum.value();
            }
        }
        InternalSimpleValue sumBucketValue = termsBucket.getAggregations().get("sum_bucket");
        assertThat(sumBucketValue, notNullValue());
        assertThat(sumBucketValue.getName(), equalTo("sum_bucket"));
        assertThat(sumBucketValue.value(), equalTo(bucketSum));
    }
}

Example 73 with Sum

use of org.elasticsearch.search.aggregations.metrics.sum.Sum in project elasticsearch by elastic.

the class SumBucketIT method testMetricTopLevel.

public void testMetricTopLevel() throws Exception {
    SearchResponse response = client().prepareSearch("idx").addAggregation(terms("terms").field("tag").subAggregation(sum("sum").field(SINGLE_VALUED_FIELD_NAME))).addAggregation(sumBucket("sum_bucket", "terms>sum")).execute().actionGet();
    assertSearchResponse(response);
    Terms terms = response.getAggregations().get("terms");
    assertThat(terms, notNullValue());
    assertThat(terms.getName(), equalTo("terms"));
    List<Terms.Bucket> buckets = terms.getBuckets();
    assertThat(buckets.size(), equalTo(interval));
    double bucketSum = 0;
    for (int i = 0; i < interval; ++i) {
        Terms.Bucket bucket = buckets.get(i);
        assertThat(bucket, notNullValue());
        assertThat((String) bucket.getKey(), equalTo("tag" + (i % interval)));
        assertThat(bucket.getDocCount(), greaterThan(0L));
        Sum sum = bucket.getAggregations().get("sum");
        assertThat(sum, notNullValue());
        bucketSum += sum.value();
    }
    InternalSimpleValue sumBucketValue = response.getAggregations().get("sum_bucket");
    assertThat(sumBucketValue, notNullValue());
    assertThat(sumBucketValue.getName(), equalTo("sum_bucket"));
    assertThat(sumBucketValue.value(), equalTo(bucketSum));
}

Example 74 with Sum

use of org.elasticsearch.search.aggregations.metrics.sum.Sum in project elasticsearch by elastic.

the class BucketScriptIT method testInlineScript2.

public void testInlineScript2() {
    SearchResponse response = client().prepareSearch("idx").addAggregation(histogram("histo").field(FIELD_1_NAME).interval(interval).subAggregation(sum("field2Sum").field(FIELD_2_NAME)).subAggregation(sum("field3Sum").field(FIELD_3_NAME)).subAggregation(sum("field4Sum").field(FIELD_4_NAME)).subAggregation(bucketScript("seriesArithmetic", new Script(ScriptType.INLINE, CustomScriptPlugin.NAME, "_value0 + _value1 / _value2", Collections.emptyMap()), "field2Sum", "field3Sum", "field4Sum"))).execute().actionGet();
    assertSearchResponse(response);
    Histogram histo = response.getAggregations().get("histo");
    assertThat(histo, notNullValue());
    assertThat(histo.getName(), equalTo("histo"));
    List<? extends Histogram.Bucket> buckets = histo.getBuckets();
    for (int i = 0; i < buckets.size(); ++i) {
        Histogram.Bucket bucket = buckets.get(i);
        if (bucket.getDocCount() == 0) {
            SimpleValue seriesArithmetic = bucket.getAggregations().get("seriesArithmetic");
            assertThat(seriesArithmetic, nullValue());
        } else {
            Sum field2Sum = bucket.getAggregations().get("field2Sum");
            assertThat(field2Sum, notNullValue());
            double field2SumValue = field2Sum.getValue();
            Sum field3Sum = bucket.getAggregations().get("field3Sum");
            assertThat(field3Sum, notNullValue());
            double field3SumValue = field3Sum.getValue();
            Sum field4Sum = bucket.getAggregations().get("field4Sum");
            assertThat(field4Sum, notNullValue());
            double field4SumValue = field4Sum.getValue();
            SimpleValue seriesArithmetic = bucket.getAggregations().get("seriesArithmetic");
            assertThat(seriesArithmetic, notNullValue());
            double seriesArithmeticValue = seriesArithmetic.value();
            assertThat(seriesArithmeticValue, equalTo(field2SumValue + field3SumValue / field4SumValue));
        }
    }
}

Example 75 with Sum

use of org.elasticsearch.search.aggregations.metrics.sum.Sum in project elasticsearch by elastic.

the class BucketScriptIT method testInlineScriptWithDateRange.

public void testInlineScriptWithDateRange() {
    SearchResponse response = client().prepareSearch("idx").addAggregation(dateRange("range").field(FIELD_5_NAME).addUnboundedFrom(date).subAggregation(sum("field2Sum").field(FIELD_2_NAME)).subAggregation(sum("field3Sum").field(FIELD_3_NAME)).subAggregation(sum("field4Sum").field(FIELD_4_NAME)).subAggregation(bucketScript("seriesArithmetic", new Script(ScriptType.INLINE, CustomScriptPlugin.NAME, "_value0 + _value1 + _value2", Collections.emptyMap()), "field2Sum", "field3Sum", "field4Sum"))).execute().actionGet();
    assertSearchResponse(response);
    Range range = response.getAggregations().get("range");
    assertThat(range, notNullValue());
    assertThat(range.getName(), equalTo("range"));
    List<? extends Range.Bucket> buckets = range.getBuckets();
    for (int i = 0; i < buckets.size(); ++i) {
        Range.Bucket bucket = buckets.get(i);
        if (bucket.getDocCount() == 0) {
            SimpleValue seriesArithmetic = bucket.getAggregations().get("seriesArithmetic");
            assertThat(seriesArithmetic, nullValue());
        } else {
            Sum field2Sum = bucket.getAggregations().get("field2Sum");
            assertThat(field2Sum, notNullValue());
            double field2SumValue = field2Sum.getValue();
            Sum field3Sum = bucket.getAggregations().get("field3Sum");
            assertThat(field3Sum, notNullValue());
            double field3SumValue = field3Sum.getValue();
            Sum field4Sum = bucket.getAggregations().get("field4Sum");
            assertThat(field4Sum, notNullValue());
            double field4SumValue = field4Sum.getValue();
            SimpleValue seriesArithmetic = bucket.getAggregations().get("seriesArithmetic");
            assertThat(seriesArithmetic, notNullValue());
            double seriesArithmeticValue = seriesArithmetic.value();
            assertThat(seriesArithmeticValue, equalTo(field2SumValue + field3SumValue + field4SumValue));
        }
    }
}