Examples with StatsBucket org.elasticsearch.search.aggregations.pipeline.bucketmetrics.stats.StatsBucket used on opensource projects

Example 1 with StatsBucket

use of org.elasticsearch.search.aggregations.pipeline.bucketmetrics.stats.StatsBucket in project elasticsearch by elastic.

the class StatsBucketIT 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(statsBucket("stats_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;
    int count = 0;
    double min = Double.POSITIVE_INFINITY;
    double max = Double.NEGATIVE_INFINITY;
    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());
        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 = response.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 2 with StatsBucket

use of org.elasticsearch.search.aggregations.pipeline.bucketmetrics.stats.StatsBucket in project elasticsearch by elastic.

the class StatsBucketIT method testNested.

public void testNested() 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(statsBucket("avg_histo_bucket", "histo>_count"))).addAggregation(statsBucket("avg_terms_bucket", "terms>avg_histo_bucket.avg")).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));
    double aggTermsSum = 0;
    int aggTermsCount = 0;
    double min = Double.POSITIVE_INFINITY;
    double max = Double.NEGATIVE_INFINITY;
    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 aggHistoSum = 0;
        int aggHistoCount = 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));
            aggHistoCount++;
            aggHistoSum += bucket.getDocCount();
        }
        double avgHistoValue = aggHistoCount == 0 ? Double.NaN : (aggHistoSum / aggHistoCount);
        StatsBucket statsBucketValue = termsBucket.getAggregations().get("avg_histo_bucket");
        assertThat(statsBucketValue, notNullValue());
        assertThat(statsBucketValue.getName(), equalTo("avg_histo_bucket"));
        assertThat(statsBucketValue.getAvg(), equalTo(avgHistoValue));
        aggTermsCount++;
        aggTermsSum += avgHistoValue;
        min = Math.min(min, avgHistoValue);
        max = Math.max(max, avgHistoValue);
    }
    double avgTermsValue = aggTermsCount == 0 ? Double.NaN : (aggTermsSum / aggTermsCount);
    StatsBucket statsBucketValue = response.getAggregations().get("avg_terms_bucket");
    assertThat(statsBucketValue, notNullValue());
    assertThat(statsBucketValue.getName(), equalTo("avg_terms_bucket"));
    assertThat(statsBucketValue.getAvg(), equalTo(avgTermsValue));
    assertThat(statsBucketValue.getMin(), equalTo(min));
    assertThat(statsBucketValue.getMax(), equalTo(max));
}

Example 3 with StatsBucket

use of org.elasticsearch.search.aggregations.pipeline.bucketmetrics.stats.StatsBucket in project elasticsearch by elastic.

the class StatsBucketIT method testNoBuckets.

public void testNoBuckets() throws Exception {
    SearchResponse response = client().prepareSearch("idx").addAggregation(terms("terms").field("tag").includeExclude(new IncludeExclude(null, "tag.*")).subAggregation(sum("sum").field(SINGLE_VALUED_FIELD_NAME))).addAggregation(statsBucket("stats_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(0));
    StatsBucket statsBucketValue = response.getAggregations().get("stats_bucket");
    assertThat(statsBucketValue, notNullValue());
    assertThat(statsBucketValue.getName(), equalTo("stats_bucket"));
    assertThat(statsBucketValue.getAvg(), equalTo(Double.NaN));
}

Example 4 with StatsBucket

use of org.elasticsearch.search.aggregations.pipeline.bucketmetrics.stats.StatsBucket in project elasticsearch by elastic.

the class StatsBucketIT method testDocCountAsSubAgg.

public void testDocCountAsSubAgg() 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(statsBucket("stats_bucket", "histo>_count"))).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 sum = 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));
            count++;
            sum += bucket.getDocCount();
            min = Math.min(min, bucket.getDocCount());
            max = Math.max(max, bucket.getDocCount());
        }
        double avgValue = count == 0 ? Double.NaN : (sum / 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 5 with StatsBucket

use of org.elasticsearch.search.aggregations.pipeline.bucketmetrics.stats.StatsBucket in project elasticsearch by elastic.

the class StatsBucketIT method testMetricAsSubAggWithInsertZeros.

public void testMetricAsSubAggWithInsertZeros() 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").gapPolicy(GapPolicy.INSERT_ZEROS))).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));
            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));
    }
}