AlertCondition

Defines the comparison operator used to evaluate whether an alert should trigger based on the metric value and threshold. Values:

GREATER = "greater" - Trigger when metric value > threshold. Common for drift detection, error rates, latency spikes.
LESSER = "lesser" - Trigger when metric value < threshold. Common for accuracy drops, traffic decreases, availability issues.

Example

# Alert when data drift exceeds 5%
drift_alert = AlertRule(
        condition=AlertCondition.GREATER,
        threshold=0.05
    )

    # Alert when model accuracy drops below 90%
    accuracy_alert = AlertRule(
            condition=AlertCondition.LESSER,
            threshold=0.90
        )

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Example

​Example

Example