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Merged
merged 1 commit into from
Jun 16, 2022
Merged

REST tests for stats_bucket aggs #87006

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250 changes: 250 additions & 0 deletions ...amlRestTest/resources/rest-api-spec/test/search.aggregation/500_extended_stats_bucket.yml
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Original file line number Diff line number Diff line change
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setup:
- do:
bulk:
index: no_gaps
refresh: true
body:
- { "index": { } }
- { "@timestamp": "2022-01-01T00:00:00", "v": 1 }
- { "index": { } }
- { "@timestamp": "2022-01-01T01:00:00", "v": 2 }
- { "index": { } }
- { "@timestamp": "2022-01-01T02:00:00", "v": 1 }

- do:
bulk:
index: gaps
refresh: true
body:
- { "index": { } }
- { "@timestamp": "2022-01-01T00:00:00", "v": 1 }
- { "index": { } }
- { "@timestamp": "2022-01-01T02:00:00", "v": 2 }
- { "index": { } }
- { "@timestamp": "2022-01-01T03:00:00", "v": 1 }

---
basic:
- skip:
features: close_to

- do:
search:
index: no_gaps
body:
size: 0
aggs:
"@timestamp":
date_histogram:
field: "@timestamp"
fixed_interval: 1h
aggs:
v: {avg: {field: v}}
d:
extended_stats_bucket:
buckets_path: "@timestamp>v"
- match: { hits.total.value: 3 }
- length: { aggregations.@timestamp.buckets: 3 }
- match: { aggregations.d.count: 3 }
- match: { aggregations.d.min: 1 }
- match: { aggregations.d.max: 2 }
- close_to: { aggregations.d.avg: {value: 1.333, error: 0.0005 }}
- match: { aggregations.d.sum: 4.0 }
- match: { aggregations.d.sum_of_squares: 6.0 }
- close_to: { aggregations.d.variance: {value: 0.222, error: 0.0005 }}
- close_to: { aggregations.d.variance_population: {value: 0.222, error: 0.0005 }}
- close_to: { aggregations.d.variance_sampling: {value: 0.333, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation: {value: 0.471, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_population: {value: 0.471, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_sampling: {value: 0.577, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.276, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower: {value: 0.391, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.276, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: 0.391, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.488, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: 0.179, error: 0.0005 }}

---
format:
- skip:
features: close_to

- do:
search:
index: no_gaps
body:
size: 0
aggs:
"@timestamp":
date_histogram:
field: "@timestamp"
fixed_interval: 1h
aggs:
v: {avg: {field: v}}
d:
extended_stats_bucket:
buckets_path: "@timestamp>v"
format: "0.00"
- match: { hits.total.value: 3 }
- length: { aggregations.@timestamp.buckets: 3 }
- match: { aggregations.d.count: 3 }
- match: { aggregations.d.min: 1 }
- match: { aggregations.d.max: 2 }
- close_to: { aggregations.d.avg: {value: 1.333, error: 0.0005 }}
- match: { aggregations.d.sum: 4.0 }
- match: { aggregations.d.sum_of_squares: 6.0 }
- close_to: { aggregations.d.variance: {value: 0.222, error: 0.0005 }}
- close_to: { aggregations.d.variance_population: {value: 0.222, error: 0.0005 }}
- close_to: { aggregations.d.variance_sampling: {value: 0.333, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation: {value: 0.471, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_population: {value: 0.471, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_sampling: {value: 0.577, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.276, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower: {value: 0.391, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.276, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: 0.391, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.488, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: 0.179, error: 0.0005 }}
- match: { aggregations.d.min_as_string: "1.00" }
- match: { aggregations.d.max_as_string: "2.00" }
- match: { aggregations.d.avg_as_string: "1.33" }
- match: { aggregations.d.sum_as_string: "4.00" }
- match: { aggregations.d.sum_of_squares_as_string: "6.00" }
- match: { aggregations.d.variance_as_string: "0.22" }
- match: { aggregations.d.variance_population_as_string: "0.22" }
- match: { aggregations.d.variance_sampling_as_string: "0.33" }
- match: { aggregations.d.std_deviation_as_string: "0.47" }
- match: { aggregations.d.std_deviation_population_as_string: "0.47" }
- match: { aggregations.d.std_deviation_sampling_as_string: "0.58" }
- match: { aggregations.d.std_deviation_bounds_as_string.upper: "2.28" }
- match: { aggregations.d.std_deviation_bounds_as_string.lower: "0.39" }
- match: { aggregations.d.std_deviation_bounds_as_string.upper_population: "2.28" }
- match: { aggregations.d.std_deviation_bounds_as_string.lower_population: "0.39" }
- match: { aggregations.d.std_deviation_bounds_as_string.upper_sampling: "2.49" }
- match: { aggregations.d.std_deviation_bounds_as_string.lower_sampling: "0.18" }

---
gap_policy=skip:
- skip:
features: close_to

- do:
search:
index: gaps
body:
size: 0
aggs:
"@timestamp":
date_histogram:
field: "@timestamp"
fixed_interval: 1h
aggs:
v: {avg: {field: v}}
d:
extended_stats_bucket:
buckets_path: "@timestamp>v"
gap_policy: skip
- match: { hits.total.value: 3 }
- length: { aggregations.@timestamp.buckets: 4 }
- match: { aggregations.d.count: 3 }
- match: { aggregations.d.min: 1 }
- match: { aggregations.d.max: 2 }
- close_to: { aggregations.d.avg: {value: 1.333, error: 0.0005 }}
- match: { aggregations.d.sum: 4.0 }
- match: { aggregations.d.sum_of_squares: 6.0 }
- close_to: { aggregations.d.variance: {value: 0.222, error: 0.0005 }}
- close_to: { aggregations.d.variance_population: {value: 0.222, error: 0.0005 }}
- close_to: { aggregations.d.variance_sampling: {value: 0.333, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation: {value: 0.471, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_population: {value: 0.471, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_sampling: {value: 0.577, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.276, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower: {value: 0.391, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.276, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: 0.391, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.488, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: 0.179, error: 0.0005 }}

---
gap_policy=insert_zeros:
- skip:
features: close_to

- do:
search:
index: gaps
body:
size: 0
aggs:
"@timestamp":
date_histogram:
field: "@timestamp"
fixed_interval: 1h
aggs:
v: {avg: {field: v}}
d:
extended_stats_bucket:
buckets_path: "@timestamp>v"
gap_policy: insert_zeros
- match: { hits.total.value: 3 }
- length: { aggregations.@timestamp.buckets: 4 }
- match: { aggregations.d.count: 4 }
- match: { aggregations.d.min: 0 }
- match: { aggregations.d.max: 2 }
- match: { aggregations.d.avg: 1 }
- match: { aggregations.d.sum: 4.0 }
- match: { aggregations.d.sum_of_squares: 6.0 }
- close_to: { aggregations.d.variance: {value: 0.500, error: 0.0005 }}
- close_to: { aggregations.d.variance_population: {value: 0.500, error: 0.0005 }}
- close_to: { aggregations.d.variance_sampling: {value: 0.667, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation: {value: 0.707, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_population: {value: 0.707, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_sampling: {value: 0.816, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.414, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower: {value: -0.414, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.414, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: -0.414, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.633, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: -0.633, error: 0.0005 }}

---
gap_policy=keep_value:
- skip:
features: close_to

- do:
search:
index: gaps
body:
size: 0
aggs:
"@timestamp":
date_histogram:
field: "@timestamp"
fixed_interval: 1h
aggs:
v: {avg: {field: v}}
d:
extended_stats_bucket:
buckets_path: "@timestamp>v"
gap_policy: keep_values
- match: { hits.total.value: 3 }
- length: { aggregations.@timestamp.buckets: 4 }
- match: { aggregations.d.count: 3 }
- match: { aggregations.d.min: 1 }
- match: { aggregations.d.max: 2 }
- close_to: { aggregations.d.avg: {value: 1.333, error: 0.0005 }}
- match: { aggregations.d.sum: 4.0 }
- match: { aggregations.d.sum_of_squares: 6.0 }
- close_to: { aggregations.d.variance: {value: 0.222, error: 0.0005 }}
- close_to: { aggregations.d.variance_population: {value: 0.222, error: 0.0005 }}
- close_to: { aggregations.d.variance_sampling: {value: 0.333, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation: {value: 0.471, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_population: {value: 0.471, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_sampling: {value: 0.577, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper: {value: 2.276, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower: {value: 0.391, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_population: {value: 2.276, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_population: {value: 0.391, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.upper_sampling: {value: 2.488, error: 0.0005 }}
- close_to: { aggregations.d.std_deviation_bounds.lower_sampling: {value: 0.179, error: 0.0005 }}
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