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https://issues.apache.org/jira/browse/AIRFLOW-4478?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ash Berlin-Taylor resolved AIRFLOW-4478.
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Resolution: Fixed
Fix Version/s: 1.10.4
> Operators instantiate many duplicate objects
> --------------------------------------------
>
> Key: AIRFLOW-4478
> URL: https://issues.apache.org/jira/browse/AIRFLOW-4478
> Project: Apache Airflow
> Issue Type: Improvement
> Reporter: Josh Carp
> Assignee: Huihua Zhang
> Priority: Trivial
> Fix For: 1.10.4
>
>
> `BaseOperator` creates a `Resources` instance, which in turn creates four
> `Resource` instances. Class creation in python isn't free; creating
> `Resources` and its child classes takes ~5μs out of a total of ~20μs to
> instantiate a `BaseOperator` on my system. This time adds up when creating
> tens of thousands of operators, especially in environments like GCP Cloud
> Composer that are very sensitive to DAG parse time.
> Assuming that most users don't actually configure task resources, since
> they're only respected by the non-default `CgroupTaskRunner`, we can save
> time by creating a single `Resources` instance and sharing it across tasks
> that don't set `resources`. We could do even better by allowing users to pass
> a `Resources` instance to `BaseOperator` rather than passing a `dict` that's
> used to instantiate `Resources`, but that would be a breaking change.
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