python_ingest_simple.yaml

metric_batch: "python_ingest_simple"
table_key: "metrics_python_ingest_simple"
alert_methods: "email,slack"
ingest_cron_schedule: "*/10 * * * *"
train_cron_schedule: "0 */3 * * *"  # Run every 3 hours at minute 0
score_cron_schedule: "*/11 * * * *"
alert_cron_schedule: "*/12 * * * *"
change_cron_schedule: "*/15 * * * *"
llmalert_cron_schedule: "*/30 * * * *"
plot_cron_schedule: "*/30 * * * *"
disable_llmalert: False

# Enable threshold alerts
disable_tholdalert: False
tholdalert_methods: "email,slack"
tholdalert_recent_n: 1
tholdalert_snooze_n: 2
tholdalert_thresholds:
  metric1:
    upper: 12  # Alert if metric1 > 12 (will catch spikes at 15-30)
    lower: 0   # Alert if metric1 < 0 (will catch drops at -10 to -1)
  metric2:
    upper: 12  # Alert if metric2 > 12
    lower: 0   # Alert if metric2 < 0
  metric3:
    upper: 12  # Alert if metric3 > 12
    lower: 0   # Alert if metric3 < 0
  metric4:
    upper: 15  # Slightly higher threshold for metric4
    lower: -0.5 # Slightly more tolerant for metric4
  metric5:
    upper: 10  # Tighter upper bound for metric5
    lower: 1   # Don't allow metric5 to go below 1

ingest_fn: >
  {% include "./examples/python/python_ingest_simple/ingest.py" %}