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REST tests for stats_bucket aggs (#87006)
Adds REST tests for `stats_bucket` and `extended_stats_bucket` aggs. Relates to #26220
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‎rest-api-spec/src/yamlRestTest/resources/rest-api-spec/test/search.aggregation/500_extended_stats_bucket.yml‎

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setup:
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- do:
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bulk:
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index: no_gaps
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refresh: true
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body:
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- { "index": { } }
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- { "@timestamp": "2022-01-01T00:00:00", "v": 1 }
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- { "index": { } }
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- { "@timestamp": "2022-01-01T01:00:00", "v": 2 }
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- { "index": { } }
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- { "@timestamp": "2022-01-01T02:00:00", "v": 1 }
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- do:
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bulk:
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index: gaps
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refresh: true
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body:
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- { "index": { } }
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- { "@timestamp": "2022-01-01T00:00:00", "v": 1 }
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- { "index": { } }
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- { "@timestamp": "2022-01-01T02:00:00", "v": 2 }
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- { "index": { } }
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- { "@timestamp": "2022-01-01T03:00:00", "v": 1 }
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---
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basic:
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- skip:
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features: close_to
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- do:
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search:
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index: no_gaps
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body:
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size: 0
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aggs:
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"@timestamp":
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date_histogram:
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field: "@timestamp"
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fixed_interval: 1h
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aggs:
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v: {avg: {field: v}}
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d:
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extended_stats_bucket:
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buckets_path: "@timestamp>v"
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- match: { hits.total.value: 3 }
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- length: { [email protected]: 3 }
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- match: { aggregations.d.count: 3 }
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- match: { aggregations.d.min: 1 }
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- match: { aggregations.d.max: 2 }
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- close_to: { aggregations.d.avg: {value: 1.333, error: 0.0005 }}
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- match: { aggregations.d.sum: 4.0 }
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- match: { aggregations.d.sum_of_squares: 6.0 }
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- close_to: { aggregations.d.variance: {value: 0.222, error: 0.0005 }}
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- close_to: { aggregations.d.variance_population: {value: 0.222, error: 0.0005 }}
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- close_to: { aggregations.d.variance_sampling: {value: 0.333, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation: {value: 0.471, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_population: {value: 0.471, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_sampling: {value: 0.577, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.276, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower: {value: 0.391, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.276, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: 0.391, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.488, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: 0.179, error: 0.0005 }}
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---
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format:
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- skip:
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features: close_to
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- do:
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search:
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index: no_gaps
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body:
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size: 0
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aggs:
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"@timestamp":
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date_histogram:
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field: "@timestamp"
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fixed_interval: 1h
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aggs:
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v: {avg: {field: v}}
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d:
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extended_stats_bucket:
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buckets_path: "@timestamp>v"
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format: "0.00"
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- match: { hits.total.value: 3 }
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- length: { [email protected]: 3 }
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- match: { aggregations.d.count: 3 }
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- match: { aggregations.d.min: 1 }
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- match: { aggregations.d.max: 2 }
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- close_to: { aggregations.d.avg: {value: 1.333, error: 0.0005 }}
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- match: { aggregations.d.sum: 4.0 }
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- match: { aggregations.d.sum_of_squares: 6.0 }
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- close_to: { aggregations.d.variance: {value: 0.222, error: 0.0005 }}
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- close_to: { aggregations.d.variance_population: {value: 0.222, error: 0.0005 }}
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- close_to: { aggregations.d.variance_sampling: {value: 0.333, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation: {value: 0.471, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_population: {value: 0.471, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_sampling: {value: 0.577, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.276, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower: {value: 0.391, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.276, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: 0.391, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.488, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: 0.179, error: 0.0005 }}
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- match: { aggregations.d.min_as_string: "1.00" }
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- match: { aggregations.d.max_as_string: "2.00" }
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- match: { aggregations.d.avg_as_string: "1.33" }
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- match: { aggregations.d.sum_as_string: "4.00" }
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- match: { aggregations.d.sum_of_squares_as_string: "6.00" }
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- match: { aggregations.d.variance_as_string: "0.22" }
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- match: { aggregations.d.variance_population_as_string: "0.22" }
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- match: { aggregations.d.variance_sampling_as_string: "0.33" }
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- match: { aggregations.d.std_deviation_as_string: "0.47" }
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- match: { aggregations.d.std_deviation_population_as_string: "0.47" }
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- match: { aggregations.d.std_deviation_sampling_as_string: "0.58" }
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- match: { aggregations.d.std_deviation_bounds_as_string.upper: "2.28" }
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- match: { aggregations.d.std_deviation_bounds_as_string.lower: "0.39" }
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- match: { aggregations.d.std_deviation_bounds_as_string.upper_population: "2.28" }
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- match: { aggregations.d.std_deviation_bounds_as_string.lower_population: "0.39" }
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- match: { aggregations.d.std_deviation_bounds_as_string.upper_sampling: "2.49" }
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- match: { aggregations.d.std_deviation_bounds_as_string.lower_sampling: "0.18" }
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---
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gap_policy=skip:
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- skip:
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features: close_to
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- do:
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search:
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index: gaps
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body:
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size: 0
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aggs:
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"@timestamp":
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date_histogram:
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field: "@timestamp"
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fixed_interval: 1h
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aggs:
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v: {avg: {field: v}}
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d:
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extended_stats_bucket:
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buckets_path: "@timestamp>v"
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gap_policy: skip
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- match: { hits.total.value: 3 }
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- length: { [email protected]: 4 }
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- match: { aggregations.d.count: 3 }
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- match: { aggregations.d.min: 1 }
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- match: { aggregations.d.max: 2 }
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- close_to: { aggregations.d.avg: {value: 1.333, error: 0.0005 }}
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- match: { aggregations.d.sum: 4.0 }
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- match: { aggregations.d.sum_of_squares: 6.0 }
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- close_to: { aggregations.d.variance: {value: 0.222, error: 0.0005 }}
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- close_to: { aggregations.d.variance_population: {value: 0.222, error: 0.0005 }}
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- close_to: { aggregations.d.variance_sampling: {value: 0.333, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation: {value: 0.471, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_population: {value: 0.471, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_sampling: {value: 0.577, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.276, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower: {value: 0.391, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.276, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: 0.391, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.488, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: 0.179, error: 0.0005 }}
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---
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gap_policy=insert_zeros:
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- skip:
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features: close_to
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- do:
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search:
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index: gaps
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body:
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size: 0
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aggs:
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"@timestamp":
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date_histogram:
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field: "@timestamp"
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fixed_interval: 1h
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aggs:
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v: {avg: {field: v}}
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d:
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extended_stats_bucket:
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buckets_path: "@timestamp>v"
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gap_policy: insert_zeros
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- match: { hits.total.value: 3 }
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- length: { [email protected]: 4 }
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- match: { aggregations.d.count: 4 }
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- match: { aggregations.d.min: 0 }
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- match: { aggregations.d.max: 2 }
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- match: { aggregations.d.avg: 1 }
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- match: { aggregations.d.sum: 4.0 }
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- match: { aggregations.d.sum_of_squares: 6.0 }
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- close_to: { aggregations.d.variance: {value: 0.500, error: 0.0005 }}
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- close_to: { aggregations.d.variance_population: {value: 0.500, error: 0.0005 }}
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- close_to: { aggregations.d.variance_sampling: {value: 0.667, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation: {value: 0.707, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_population: {value: 0.707, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_sampling: {value: 0.816, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.414, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower: {value: -0.414, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.414, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: -0.414, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.633, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: -0.633, error: 0.0005 }}
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---
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gap_policy=keep_value:
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- skip:
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features: close_to
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- do:
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search:
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index: gaps
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body:
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size: 0
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aggs:
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"@timestamp":
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date_histogram:
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field: "@timestamp"
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fixed_interval: 1h
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aggs:
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v: {avg: {field: v}}
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d:
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extended_stats_bucket:
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buckets_path: "@timestamp>v"
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gap_policy: keep_values
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- match: { hits.total.value: 3 }
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- length: { [email protected]: 4 }
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- match: { aggregations.d.count: 3 }
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- match: { aggregations.d.min: 1 }
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- match: { aggregations.d.max: 2 }
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- close_to: { aggregations.d.avg: {value: 1.333, error: 0.0005 }}
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- match: { aggregations.d.sum: 4.0 }
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- match: { aggregations.d.sum_of_squares: 6.0 }
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- close_to: { aggregations.d.variance: {value: 0.222, error: 0.0005 }}
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- close_to: { aggregations.d.variance_population: {value: 0.222, error: 0.0005 }}
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- close_to: { aggregations.d.variance_sampling: {value: 0.333, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation: {value: 0.471, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_population: {value: 0.471, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_sampling: {value: 0.577, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.276, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower: {value: 0.391, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.276, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: 0.391, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.488, error: 0.0005 }}
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- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: 0.179, error: 0.0005 }}

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