Modifying strenght by tolerance to clarify naming
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1 changed files with 5 additions and 4 deletions
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@ -58,10 +58,11 @@ point it becomes too sensitive, just adapt the following parameters.
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{% set start_validating_on_this_day_month = 2 %}
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-- Specify here the strength of the detector. A higher value
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-- means that this test will allow for more variance to be accepted.
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-- means that this test will allow for more variance to be accepted,
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-- thus it will be more tolerant.
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-- A lower value means that the chances of detecting outliers
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-- and false positives will be higher. Recommended around 10.
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{% set detector_strength = 10 %}
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{% set detector_tolerance = 10 %}
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-- Specify here the number of days in the past that will be used
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-- to compare against. Keep in mind that we only keep the daily
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@ -106,11 +107,11 @@ with
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stddev(abs_daily_value) as std_daily_value_previous_dates,
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greatest(
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avg(abs_daily_value)
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- {{ detector_strength }} * stddev(abs_daily_value),
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- {{ detector_tolerance }} * stddev(abs_daily_value),
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0
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) as lower_bound,
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avg(abs_daily_value)
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+ {{ detector_strength }} * stddev(abs_daily_value) as upper_bound
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+ {{ detector_tolerance }} * stddev(abs_daily_value) as upper_bound
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from metric_data
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where is_max_date = 0
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group by 1
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