<@U0667DNC02Y> how to set automaterialization on a...
# ask-ai
j
@Scout how to set automaterialization on an asset with using
eager
or
lazy
but by using explicit rules
s
To set auto-materialization on an asset using explicit rules rather than the predefined
eager
or
lazy
policies, you can construct an
AutoMaterializePolicy
and then add or remove rules using the
with_rules
and
without_rules
methods. Here's how you can do it according to the documentation: 1. Adding Rules: To add rules to an auto-materialization policy, you can use the
with_rules
method. This constructs a copy of the policy with the specified rules added. If an instance of a provided rule with the same type exists on this policy, it will be replaced.
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python from dagster import AutoMaterializePolicy, AutoMaterializeRule, asset  # Construct an AutoMaterializePolicy and add custom rules custom_policy = AutoMaterializePolicy.eager().with_rules(     AutoMaterializeRule.your_custom_rule() )  @asset(auto_materialize_policy=custom_policy) def your_asset():     ...
2. Removing Rules: To remove rules from an auto-materialization policy, you can use the
without_rules
method. This constructs a copy of the policy with the specified rules removed. An error is raised if any of the arguments are not rules in this policy.
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python from dagster import AutoMaterializePolicy, AutoMaterializeRule, asset  # Construct an AutoMaterializePolicy and remove specific rules custom_policy = AutoMaterializePolicy.eager().without_rules(     AutoMaterializeRule.rule_to_remove() )  @asset(auto_materialize_policy=custom_policy) def your_asset():     ...
Remember that constructing an
AutoMaterializePolicy
directly is not recommended as the API is subject to change. It is better to use
AutoMaterializePolicy.eager()
or
AutoMaterializePolicy.lazy()
as a starting point and then modify them with
with_rules
or
without_rules
as needed. Please note that the actual rule names like
your_custom_rule
and
rule_to_remove
are placeholders. You should replace them with actual
AutoMaterializeRule
methods that correspond to the rules you want to add or remove. For example,
AutoMaterializeRule.skip_on_not_all_parents_updated()
is a real rule that you can use with
with_rules
to ensure that an asset is only materialized when all of its parents have been updated.