---
格式版本: 2
标题: "Amazon MWAA supports Apache Airflow version 3.3.1"
原文链接: "https://aws.amazon.com/about-aws/whats-new/2026/09/amazon-mwaa-apache-airflow-3-3-1/"
发布日期: "2026-09-01"
发布时间校准状态: "found"
发布时间需复核: "否"
发布时间来源: "llm:local:original_script_field"
发布时间证据: "postDateTime: 2026-09-01T15:00:00Z"
发布时间校准原因: "候选日期来自脚本字段postDateTime，明确标记文章发布时间，且与URL路径中的日期一致。"
发布时间校准置信度: "1"
发布时间候选数量: 1
发布时间严格候选数量: 0
发布时间原页读取状态: "source template page reused from URL open"
发布时间未找到原因: ""
发布时间校准时间: "2026-09-04T16:16:43+08:00"
发布时间仲裁状态: "confirmed"
发布时间仲裁尝试次数: 1
发布时间仲裁耗时毫秒: 89831
发现时间: "2026-09-04T16:09:10+08:00"
入库时间: "2026-09-04T08:18:15.587Z"
来源平台: "固定入口"
搜索渠道: "fixed_url"
搜索词: "https://aws.amazon.com/new"
匹配关键词:
  []
相关厂家:
  - "AWS"
相关专家:
  []
内容类型: "网页"
抓取工具: "Free Fetch + Defuddle"
清洗工具: "Defuddle Markdown + Defuddle/Readability 正文提取"
原始附件:
  []
AI优质: "否"
AI打分: 43
AI分档: "非优质"
AI质检状态: "不通过"
AI打分理由: "正文主线是AWS托管工作流服务MWAA支持Apache Airflow 3.3.1，属于通用数据管道编排工具版本更新，不涉及超节点、AI Rack、机架级AI基础设施或关键部件；正文虽有Airflow状态任务、多语言SDK等技术特性，但无可复用机架级机制；仅说明服务可用区域和升级路径，无客户、规模或部署信号；来源虽为AWS官方，但主题与本库高度偏离，未命中任何高价值准入通道，按主题不相关处理。"
AI质检模型: "zj-deepseek-v4-flash"
AI质检时间: "2026-09-04T16:20:47+08:00"
AI主题相关性: 2
AI来源权威性: 12
AI新颖性: 10
AI技术细节: 6
AI商业部署信号: 4
AI完整性: 9
AI评分提示词版本: "v17-精简生产版"
AI评分提示词SHA256: "48fb9777f386026761b4873eaff30807694fb11e9b352d7c69bf2dfde750cc7d"
AI评分知识库版本: "knowledge_base_v1-20260819+runtime.87"
AI评分知识库SHA256: "0cf9900cb3e9d03b3f4c39f45979aac6e2d5c789a68d1b2802c9dab62cd2710e"
AI评分知识库检索词: "[\"AWS\",\"https://aws.amazon.com/new\",\"RAS\",\"MWAA\",\"SDK\",\"DAG\",\"UI\",\"airflow-3-3-1-2026-08-12\"]"
AI评分知识库命中: "[{\"id\":\"runtime-51cfe3db04ed0bd3efb5e0e3\",\"title\":\"The full stack behind abundant intelligence\",\"sourceType\":\"ai_excellent_article\",\"time\":\"2026-08-25\",\"matchedTerms\":[\"AWS\",\"RAS\",\"SDK\",\"UI\"],\"rank\":-6.722843048440826},{\"id\":\"runtime-b9ec799d769b0f4ba49df311\",\"title\":\"AWS and NVIDIA to Deliver 2 Million Additional GPUs and Next-Generation Infrastructure for Agentic and Physical AI\",\"sourceType\":\"ai_excellent_article\",\"time\":\"\",\"matchedTerms\":[\"AWS\",\"RAS\",\"UI\"],\"rank\":-5.8485528099430715},{\"id\":\"runtime-9f43a79e9c23b1f329d8a71a\",\"title\":\"AWS and NVIDIA to Deliver 2 Million Additional GPUs and Next-Generation Infrastructure for Agentic and Physical AI\",\"sourceType\":\"ai_excellent_article\",\"time\":\"\",\"matchedTerms\":[\"AWS\",\"RAS\",\"UI\"],\"rank\":-5.814180504048939},{\"id\":\"runtime-66d1ddc58948150bffee973a\",\"title\":\"Delivering Vera: NVIDIA’s First CPU Built for Agents Is Shipping Now\",\"sourceType\":\"ai_excellent_article\",\"time\":\"\",\"matchedTerms\":[\"AWS\",\"RAS\",\"UI\"],\"rank\":-5.448904245902143},{\"id\":\"runtime-bf6a5bdbe28961c50fb91e45\",\"title\":\"Amazon EC2 P6-B300 instances are now available in additional AWS Regions\",\"sourceType\":\"ai_excellent_article\",\"time\":\"2026-08-28\",\"matchedTerms\":[\"AWS\",\"UI\"],\"rank\":-5.432586449107789}]"
采集批次: "2026年9月4日15点53分07秒"
采集批次ID: "20260904-155307-58ad1755"
去重键: "https://aws.amazon.com/about-aws/whats-new/2026/09/amazon-mwaa-apache-airflow-3-3-1"
---

Amazon Managed Workflows for Apache Airflow (MWAA) now supports Apache Airflow version 3.3.1, the latest release of the popular open-source workflow orchestration framework. Amazon MWAA is a managed orchestration service for Apache Airflow that makes it easier to set up and operate end-to-end data pipelines in the cloud.

Apache Airflow 3.3 introduces stateful tasks and multi-language support. With the new Task and Asset State Store, tasks can now persist durable state across retries and reruns, enabling cursor tracking and crash-safe reconnection to long-running jobs. The Language Task SDK (experimental) lets teams write task logic in Java or Go while keeping orchestration in Python. Additional improvements include expanded asset partitioning, pluggable retry policies, and bulk actions for DAG runs and task instances. Apache Airflow 3.3.1 also delivers stability, security, and UI improvements on top of these capabilities.

You can launch a new Apache Airflow 3.3.1 environment on Amazon MWAA, or upgrade from 3.2 or later, with a few clicks in the [AWS Management Console](https://console.aws.amazon.com/mwaa/home) in all currently supported [Amazon MWAA regions](https://aws.amazon.com/about-aws/global-infrastructure/regional-product-services/). To learn more about Apache Airflow 3.3.1, visit the [Amazon MWAA documentation](https://docs.aws.amazon.com/mwaa/latest/userguide/what-is-mwaa.html) and the [Apache Airflow 3.3.1 change log](https://airflow.apache.org/docs/apache-airflow/3.3.1/release_notes.html#airflow-3-3-1-2026-08-12) in the Apache Airflow documentation.

*Apache, Apache Airflow, and Airflow are either registered trademarks or trademarks of the [Apache Software Foundation](https://www.apache.org/) in the United States and/or other countries.*