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Percentiles Bucket Aggregation Usage

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Percentiles Bucket Aggregation Usage

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Fluent DSL example

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s => s
.Size(0)
.Aggregations(a => a
    .DateHistogram("projects_started_per_month", dh => dh
        .Field(p => p.StartedOn)
        .Interval(DateInterval.Month)
        .Aggregations(aa => aa
            .Sum("commits", sm => sm
                .Field(p => p.NumberOfCommits)
            )
        )
    )
    .PercentilesBucket("commits_outlier", aaa => aaa
        .BucketsPath("projects_started_per_month>commits")
        .Percents(95, 99, 99.9)
    )
)

Object Initializer syntax example

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new SearchRequest<Project>()
{
    Size = 0,
    Aggregations = new DateHistogramAggregation("projects_started_per_month")
        {
            Field = "startedOn",
            Interval = DateInterval.Month,
            Aggregations = new SumAggregation("commits", "numberOfCommits")
        }
        && new PercentilesBucketAggregation("commits_outlier", "projects_started_per_month>commits")
        {
            Percents = new[] { 95, 99, 99.9 }
        }
}

Example json output.

{
  "size": 0,
  "aggs": {
    "projects_started_per_month": {
      "date_histogram": {
        "field": "startedOn",
        "interval": "month"
      },
      "aggs": {
        "commits": {
          "sum": {
            "field": "numberOfCommits"
          }
        }
      }
    },
    "commits_outlier": {
      "percentiles_bucket": {
        "buckets_path": "projects_started_per_month>commits",
        "percents": [
          95.0,
          99.0,
          99.9
        ]
      }
    }
  }
}

Handling Responses

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response.ShouldBeValid();

var projectsPerMonth = response.Aggs.DateHistogram("projects_started_per_month");
projectsPerMonth.Should().NotBeNull();
projectsPerMonth.Buckets.Should().NotBeNull();
projectsPerMonth.Buckets.Count.Should().BeGreaterThan(0);

var commitsOutlier = response.Aggs.PercentilesBucket("commits_outlier");
commitsOutlier.Should().NotBeNull();
commitsOutlier.Items.Should().NotBeNullOrEmpty();
foreach (var item in commitsOutlier.Items)
    item.Value.Should().BeGreaterThan(0);

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