apache/airflow

Add parameter `deferrable` to `AzureBatchOperator`

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#59,779 建立於 2025年12月24日

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 (6 則留言) (0 個反應) (0 位負責人)Python (16,781 個分叉)batch import
area:async-operatorsgood first issuekind:feature

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描述

Description

The AzureBatchOperator currently has no option to set it to deferrable, which would allow the task to be run by an async low-resource worker ("triggerer"). Therefore Azure Batch tasks block a regular worker, even though they only ping the Azure platform from time to time.

I propose to add this parameter and changing the operator to use asynchronous calls.

As a reference, the AWS Batch operator has a parameter deferrable.

Use case/motivation

Adding this parameter and changing the operator to use asynchronous calls would reduce resource consumption when using Azure Batch.

Related issues

No response

Are you willing to submit a PR?

  • Yes I am willing to submit a PR!

Code of Conduct

貢獻者指南

研究方向
Review the current implementation of `AzureBatchOperator` in the Airflow source code, likely located in the `airflow/providers/azure/transfers/` directory. Study the AWS Batch operator's implementation of the `deferrable` parameter and its use of async calls. Examine the triggerer architecture in Airflow documentation. Ensure that adding deferrable support does not break existing synchronous usage.
技術棧
python
領域
backendcloud
議題類型
功能
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3
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1-2 天
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活躍
清晰度議題是否清楚說明預期改動、驗收標準和下一步。
清晰
前置要求
Python programmingAirflow basics
新手友善度1-100 的估計分數，表示該議題對首次貢獻者的友善程度。
65