Alert conditions for comparisons
If condition = fdl.AlertCondition.GREATER/LESSER is specified, and an alert is triggered every time the metric value is greater/lesser than the specified threshold.
Enum | Value |
---|---|
fdl.AlertCondition.GREATER | greater |
fdl.AlertCondition.LESSER | lesser |
import fiddler as fdl
client.add_alert_rule(
name = "perf-gt-5prec-1hr-1d-ago",
project_name = 'project-a',
model_name = 'model-a',
alert_type = fdl.AlertType.PERFORMANCE,
metric = fdl.Metric.PRECISION,
bin_size = fdl.BinSize.ONE_HOUR,
compare_to = fdl.CompareTo.TIME_PERIOD,
compare_period = fdl.ComparePeriod.ONE_DAY,
warning_threshold = 0.05,
critical_threshold = 0.1,
condition = fdl.AlertCondition.GREATER, <-----
priority = fdl.Priority.HIGH,
notifications_config = notifications_config
)
[AlertRule(alert_rule_uuid='9b8711fa-735e-4a72-977c-c4c8b16543ae',
organization_name='some_org_name',
project_id='project-a',
model_id='model-a',
name='perf-gt-5prec-1hr-1d-ago',
alert_type=AlertType.PERFORMANCE, <---
metric=Metric.PRECISION,
priority=Priority.HIGH,
compare_to='CompareTo.TIME_PERIOD,
compare_period=ComparePeriod.ONE_DAY,
compare_threshold=None,
raw_threshold=None,
warning_threshold=0.05,
critical_threshold=0.1,
condition=AlertCondition.GREATER, <-----
bin_size=BinSize.ONE_HOUR)]