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Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

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### Description Helllo! I've been using 3.0 and gathered some small things to implement to the UI, and just thought I should open an issue to track them in case...

kind:bug
kind:feature
kind:meta
area:UI

When starting a new dagrun or marking a dagrun as QUEUED, if the DAG has a deadline and that deadline is calculated off one of these dagrun values, then calculate...

area:API
area:task-sdk

#51109 outlined an issue where trying to dynamically map over an XCom return value using a custom key resulted in unexpected behavior. Rather than leveraging the `list` that was stored...

area:task-sdk

### Apache Airflow version 3.0.1 ### If "Other Airflow 2 version" selected, which one? _No response_ ### What happened? Apache Airflow version: 3.0.1 Executor: CeleryExecutor (distributed workers, multi-host setup) Deployment...

kind:bug
area:API
area:core
needs-triage
provider:celery

## Related PR - this one is the follow up pr of #50443 to implement bulk TI deletion ui ## How - add multi-select in ti table - minor fix...

area:API
area:UI

Closes [#515225](https://github.com/apache/airflow/issues/51522). Why ----- While using the `MessageQueueTrigger` in Airflow 3.0+, the parameters in the common message queue trigger are not specific enough, leading to potential issues like unclear usage,...

area:providers
kind:documentation
provider:apache-kafka

Realized these when I'm cruising over the docs. --- **^ Add meaningful description above** Read the **[Pull Request Guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#pull-request-guidelines)** for more information. In case of fundamental code changes, an Airflow...

kind:documentation

Add French Translations. ![Screenshot 2025-06-16 at 16 38 27](https://github.com/user-attachments/assets/efc90ab0-3a74-40d4-b471-d292039c68c4) ![Screenshot 2025-06-16 at 16 31 12](https://github.com/user-attachments/assets/6d47867e-05ef-4339-927d-bed8b653ccb5) ![Screenshot 2025-06-16 at 16 38 02](https://github.com/user-attachments/assets/572ee368-98a4-4210-a8fc-631e72d13e07)

area:dev-tools
area:UI
area:translations

## Related Issue closes: #50348 ---- This PR reintroduces the pre-import optimization for DAG parsing originally added in Airflow 2.6.0 (#30495) but missing in Airflow 3.0. It reduces DAG parsing...

area:DAG-processing
backport-to-v3-0-test

### What do you see as an issue? https://airflow.apache.org/docs/apache-airflow/stable/security/sbom.html link to https://airflow.apache.org/docs/apache-airflow/stable/sbom which is 404 ### Solving the problem Is this url outdated or is SBOM just missing ? ###...

kind:bug
kind:documentation
needs-triage