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detection_delay:
period: < time period > # supported periods: hour, day, week, month
count: < number of periods >
The duration for retracting the detection period.
That’s useful in cases which the latest data should be excluded from the test. For example, this can happen because of scheduling issues- if the test is running before the table is populated for some reason. The detection delay is the period of time to ignore, after the detection period.
- Default: 0
- Relevant tests: Anomaly detection tests with
timestamp_column
models:
- name: this_is_a_model
tests:
- elementary.volume_anomalies:
detection_delay:
period: day
count: 1
How it works?
The detection_delay param only works for tests that have timestamp_column configuration.
It does not affect the other duration parameters, like detection_period or training_period.