Created
June 5, 2025 18:35
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automation conditions that update once per period once all upstreams are materialized, and then again if any upstreams are materialized within that timeframe
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# runs at 5 minutes past the hour for demonstration purposes. | |
daily_success_condition = ( | |
dg.AutomationCondition.newly_updated() | |
.since(dg.AutomationCondition.on_cron("*/5 * * * *")) | |
) | |
custom_condition = ( | |
dg.AutomationCondition.on_cron("*/5 * * * *") # Runs at 9 AM daily | |
| ( | |
dg.AutomationCondition.any_deps_updated() # When any dependency updates | |
& daily_success_condition # Only if asset was updated since daily cron | |
#.since(dg.AutomationCondition.on_cron("* * * * *")) # Only after the daily cron | |
& ~dg.AutomationCondition.any_deps_missing() # But not if deps are missing | |
& ~dg.AutomationCondition.any_deps_in_progress() # And not if deps are in progress | |
) | |
) | |
@dg.asset | |
def upstream_asset_1(): | |
# Your asset logic here | |
pass | |
@dg.asset | |
def upstream_asset_2(): | |
# Your asset logic here | |
pass | |
@dg.asset(automation_condition=custom_condition, | |
deps=['upstream_asset_1', 'upstream_asset_2']) | |
def automation_condition_combination(context: dg.AssetExecutionContext) -> dg.MaterializeResult: ... | |
def my_asset(): | |
# Your asset logic here | |
pass |
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