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The following commit(s) were added to refs/heads/publish by this push:
new b37113f044 Docs updated via
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b37113f044 is described below
commit b37113f044c07742d7247abc37647d96320c97fd
Author: GitHub Actions <[email protected]>
AuthorDate: Thu Dec 18 21:22:43 2025 +0000
Docs updated via refs/heads/main:01062865dbfe38e989465e95598d126dfb650986
---
announcements/index.html | 2 +-
blocktype/index.html | 2 +-
blocktype/testimonial/index.html | 2 +-
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blog/airflow-1.10.10/index.html | 4 +-
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87 files changed, 215 insertions(+), 214 deletions(-)
diff --git a/announcements/index.html b/announcements/index.html
index 01ad6be9e4..50ce1f61bc 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -45,7 +45,7 @@ December 10, 2025 We’ve just released Apache Airflow 3.1.4
and Task SDK 1.1.4
📦 PyPI: https://pypi.org/project/apache-airflow/3.1.4/ 📚 Docs:
https://airflow.apache.org/docs/apache-airflow/3.1.4/ 🛠 Release Notes:
https://airflow.apache.org/docs/apache-airflow/3.1.4/release_notes.html 🐳
Docker Image: “docker pull apache/airflow:3.1.4” 🚏 Constraints:
https://github.com/apache/airflow/tree/constraints-3.1.4
Thanks to all the contributors who made this possible.">
<meta itemprop="datePublished" content="2020-08-08T05:30:20+05:30">
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index 2060e23fec..274db8a8c7 100644
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<meta property="og:image" content="/blog/airflow-3.1.0/images/3.1.0.jpg">
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<meta itemprop="datePublished" content="2025-09-25T00:00:00+00:00">
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b/blog/airflow-survey-2020/index.html
index 3f94f125ee..983ce9b801 100644
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b/blog/airflow-survey-2022/index.html
index 84b1787ced..a563103fcb 100644
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content="2022-06-17T00:00:00+00:00">
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<meta itemprop="datePublished" content="2022-06-17T00:00:00+00:00">
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b/blog/airflow-survey-2023/index.html
index b6d4c9421c..0ddf96dd24 100644
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<meta itemprop="description" content="Airflow 2 has seen rapid adoption,
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advance.">
<meta itemprop="datePublished" content="2023-09-21T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
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b/blog/airflow-survey-2024/index.html
index 6375fd52a8..3a09522e13 100644
--- a/blog/airflow-survey-2024/index.html
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<meta itemprop="datePublished" content="2025-02-27T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
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index dee8d4e9db..a055154e87 100644
--- a/blog/airflow-survey/index.html
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b/blog/airflow-three-point-oh-is-here/index.html
index 89135ab559..e1e5455b4c 100644
--- a/blog/airflow-three-point-oh-is-here/index.html
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<meta property="og:type" content="article">
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content="2025-04-22T00:00:00+00:00">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
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b/blog/airflow-two-point-oh-is-here/index.html
index 74750504c0..953c11b09b 100644
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b/blog/airflow_summit_2021/index.html
index 74b2c39dd3..772ea22a33 100644
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index 51c494c208..509fbe48b7 100644
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index 302db7ba81..584b1e8b93 100644
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<meta property="article:tag" content="Release">
<meta property="og:image"
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<meta itemprop="name" content="Apache Airflow CTL aka airflowctl 0.1.0">
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<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
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b/blog/announcing-new-website/index.html
index 46f4050f43..4600ac670c 100644
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<meta itemprop="datePublished" content="2019-12-11T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
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diff --git a/blog/apache-airflow-for-newcomers/index.html
b/blog/apache-airflow-for-newcomers/index.html
index 1dc01c7932..ad0934e9b8 100644
--- a/blog/apache-airflow-for-newcomers/index.html
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@@ -32,7 +32,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta property="og:type" content="article">
<meta property="article:section" content="blog">
<meta property="article:published_time"
content="2020-08-17T00:00:00+00:00">
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@@ -40,7 +40,7 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
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the other hand, is the process of planning, controlling, and optimizing when a
particular task should be done.
Authoring Workflow in Apache Airflow. Airflow makes it easy to author
workflows using python scripts. A Directed Acyclic Graph (DAG) represents a
workflow in Airflow. It is a collection of tasks in a way that shows each
task’s relationships and dependencies. You can have as many DAGs as you want,
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b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index cbc40c30ca..7240bb9be0 100644
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a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
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<meta property="og:image" content="/images/feature-image.png">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Documenting using local development
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<meta itemprop="description" content="The story behind documenting local
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<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
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b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
index 0d8f798dfd..4b18ece159 100644
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a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
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@@ -32,7 +32,7 @@ About Me I have been writing tech articles on medium as well
as my blog for the
<meta property="og:type" content="article">
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process felt a lot like GSoC except that this was about documentation.
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diff --git a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
index 923471dcba..c0334fb641 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
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project under an or
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b/blog/fab-oid-vulnerability/index.html
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b/blog/introducing_setup_teardown/index.html
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b/blog/tags/airflow-summit/index.xml
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index b688e6a8bb..650dc62c22 100644
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<title>Airflow Survey 2024</title>
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index 44891a855f..5a56162488 100644
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<language>en</language>
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<title>Documenting using local development environment</title>
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b/blog/tags/documentation/index.html
index 5757413b5d..fbbbaf88f3 100644
--- a/blog/tags/documentation/index.html
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b/blog/tags/documentation/index.xml
index 5cd9648411..7351c197b6 100644
--- a/blog/tags/documentation/index.xml
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<title>Experience in Google Season of Docs 2019 with Apache
Airflow</title>
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index ad54734708..915b25fb43 100644
--- a/blog/tags/release/index.html
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index 1b12068fa6..1bb0d2d58d 100644
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index c691ba9ca6..41856e68f3 100644
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- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
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index 7dca13e63a..018fd99b3e 100644
--- a/blog/tags/rest-api/index.xml
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index e2c1051289..e309bf3b65 100644
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index db044e894d..7a9ae06646 100644
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@@ -6,7 +6,7 @@
<description>Recent content in Survey on Apache Airflow</description>
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<language>en</language>
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index 9568c76a9c..4cf6d318af 100644
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index 692ef7e5b9..068cd99de7 100644
--- a/blog/tags/users/index.xml
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<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Fri, 19 Dec 2025 02:45:45 +0530</lastBuildDate>
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b/blog/tags/vulnerabilities/index.html
index ab04d8fade..7011cfb465 100644
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- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
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diff --git a/blog/tags/vulnerabilities/index.xml
b/blog/tags/vulnerabilities/index.xml
index e06f4754b4..42f68d9e4c 100644
--- a/blog/tags/vulnerabilities/index.xml
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@@ -6,7 +6,7 @@
<description>Recent content in Vulnerabilities on Apache
Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Fri, 19 Dec 2025 02:45:45 +0530</lastBuildDate>
+ <lastBuildDate>Thu, 18 Dec 2025 16:19:44 -0500</lastBuildDate>
<atom:link href="/blog/tags/vulnerabilities/index.xml" rel="self"
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<item>
<title>Vulnerability in long deprecated OpenID authentication method in
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diff --git a/code-of-conduct/index.html b/code-of-conduct/index.html
index d6cff12c98..3ecee2255a 100644
--- a/code-of-conduct/index.html
+++ b/code-of-conduct/index.html
@@ -36,7 +36,7 @@ Airflow Slack Guidelines Airflow Slack abides by The Apache
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<meta itemprop="name" content="Code of Conduct">
<meta itemprop="description" content="Community Code of Conduct All Airflow
Community groups abide by The Apache Software Foundation’s (ASF) Code of
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Slack and in-person Meetups
Airflow Slack Guidelines Airflow Slack abides by The Apache Foundation’s Code
of Conduct . In addition to those primary guidelines, these policies are
specifically for Airflow Slack. The Airflow Slack community contains
40,000+ members and continues to grow. Because this community is run by the
very practitioners who build in Airflow daily, our members feel a sense of
camaraderie, ownership, and comfortability here. ">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="1576">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/community/index.html b/community/index.html
index 587d24b699..3da4f52691 100644
--- a/community/index.html
+++ b/community/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Community">
<meta itemprop="description" content="Want to contribute? Join the Dev list
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- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
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<meta itemprop="image" content="/images/feature-image.png">
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<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Apache Airflow">
<meta itemprop="description" content="Promo Materials Download official
Apache Airflow branding materials, including logos and banners, to accurately
represent and promote the project. Airflow logos Brandbook Drawio Diagrams
Lucidchart Diagrams Promo stuff Proposed Logo Redesign">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="31">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/docs/index.html b/docs/index.html
index ee3099cadb..ff12650810 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -36,7 +36,7 @@ Apache Airflow CTL (airflowctl) Apache Airflow CTL
(airflowctl) is a command-lin
<meta itemprop="name" content="Documentation">
<meta itemprop="description" content="Documentation Apache Airflow® Apache
Airflow Core, which includes webserver, scheduler, CLI and other components
that are needed for minimal Airflow installation. Read the documentation »
Apache Airflow CTL (airflowctl) Apache Airflow CTL (airflowctl) is a
command-line interface (CLI) for Apache Airflow that interacts exclusively with
the Airflow REST API. It provides a secure, auditable, and consistent way to
manage Airflow deployments — without direct access to the metadata database.
Read the documentation »">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="586">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/ecosystem/index.html b/ecosystem/index.html
index 8b73e8289c..5ca93a5b9a 100644
--- a/ecosystem/index.html
+++ b/ecosystem/index.html
@@ -36,8 +36,8 @@ If you would you like to be included on this page, please
reach out to the Apach
<meta itemprop="name" content="Ecosystem">
<meta itemprop="description" content=" Ecosystem These resources and
services are not maintained, nor endorsed by the Apache Airflow® Community and
Apache Airflow project (maintained by the Committers and the Airflow PMC). Use
them at your sole discretion. The community does not verify the licences nor
validity of those tools, so it’s your responsibility to verify them.
If you would you like to be included on this page, please reach out to the
Apache Airflow dev or user mailing list and let us know or simply open a Pull
Request to that page.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
- <meta itemprop="wordCount" content="2045">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
+ <meta itemprop="wordCount" content="2073">
<meta itemprop="image" content="/images/feature-image.png">
@@ -631,6 +631,7 @@ If you would you like to be included on this page, please
reach out to the Apach
<p><a href="https://www.meltano.com/";>Meltano</a> - Open source, self-hosted,
CLI-first, debuggable, and extensible ELT tool that embraces <a
href="https://www.singer.io";>Singer</a> for extraction and loading, leverages
<a href="https://www.getdbt.com";>dbt</a> for transformation, and <a
href="https://meltano.com/#orchestration";>integrates with Airflow for
orchestration</a>.</p>
<p><a href="https://www.nexla.com/";>Nexla</a> - Build, transform, and manage
data flows to and from databases, APIs, streams, SaaS services, events, and
even emails. Use Nexla’s Airflow Operator to trigger flows to start in
other Operators when your Nexla flow finishes running.</p>
<p><a href="https://github.com/GoogleCloudPlatform/oozie-to-airflow";>Oozie to
Airflow</a> - A tool to easily convert between <a
href="http://oozie.apache.org/";>Apache Oozie</a> workflows and Apache Airflow
workflows.</p>
+<p><a href="https://astronomer.github.io/orbiter/";>Astronomer Orbiter</a> - A
framework and tool to convert workflows from different source systems (e.g.
Apache Oozie, Control-M, Autosys, CRON, Dag Factory, Luigi) to an Apache
Airflow project.</p>
<p><a href="https://openlineage.io";>OpenLineage</a> - An open standard for the
collection of data lineage, which can be used to trace the path of datasets as
they traverse multiple systems including Apache Airflow.</p>
<p><a href="https://github.com/aivanzhang/panda_patrol#-panda-patrol";>Panda
Patrol</a> - Test and profile your data right within your Airflow DAGs. With
dashboards and alerts already pre-built.</p>
<p><a
href="https://github.com/ambika-garg/PowerBI_Airflow_Plugin";>PowerBI-Airflow-Plugin</a>
- The Airflow plugin for Power BI includes a custom Airflow operator designed
to refresh Power BI datasets.</p>
diff --git a/index.html b/index.html
index 5a20d971d9..ce13084ffa 100644
--- a/index.html
+++ b/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Home">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/meetups/index.html b/meetups/index.html
index 2f038b556f..206d4fe138 100644
--- a/meetups/index.html
+++ b/meetups/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Meetups">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/privacy-notice/index.html b/privacy-notice/index.html
index f9cde45bc8..8f9dac8d08 100644
--- a/privacy-notice/index.html
+++ b/privacy-notice/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Privacy notice">
<meta itemprop="description" content="Privacy Notice The website follows the
Privacy Policy of the Apache Software Foundation.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="13">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/roadmap/index.html b/roadmap/index.html
index a4673688ed..e1ded60816 100644
--- a/roadmap/index.html
+++ b/roadmap/index.html
@@ -36,7 +36,7 @@
<meta itemprop="name" content="Roadmap">
<meta itemprop="description" content="TODO: Roadmap page is temporarily
hidden. When the content is ready, re-add the page by putting the following
code in the frontmatter:
--- title: "Roadmap" linkTitle: "Roadmap" showSideNav: false
menu: main: weight: 15 --- Primary Heading A One thing to wrap your head around
(it may not be very intuitive for everyone at first) is that this Airflow
Python script is really just a configuration file specifying the DAG’s
structure as code. The actual tasks defined here will run in a different
context from the context of this script. Different tasks run on different
workers at different points in time, which [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="734">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/search/index.html b/search/index.html
index c83304c07f..4045c8962e 100644
--- a/search/index.html
+++ b/search/index.html
@@ -29,12 +29,12 @@
<meta property="og:description" content="Platform created by the community
to programmatically author, schedule and monitor workflows.">
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Search Results">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/sitemap.xml b/sitemap.xml
index 613bd5ee21..19b4afc6d8 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,233 +3,233 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflowctl-0.1.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-3.1.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-three-point-oh-is-here/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2024/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.10.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.9.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/vulnerabilities/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/fab-oid-vulnerability/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.8.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2023/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.7.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/introducing_setup_teardown/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.6.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.5.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/community/resources/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/survey/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/adjoe/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blocktype/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/business_operations/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/code-of-conduct/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/community/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/etl_analytics/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/</loc>
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+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/infrastructure-management/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/mlops/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/suse/</loc>
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+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/snapp/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blocktype/testimonial/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url><url>
<loc>/blocktype/use-case/</loc>
- <lastmod>2025-12-19T02:45:45+05:30</lastmod>
+ <lastmod>2025-12-18T16:19:44-05:00</lastmod>
</url>
</urlset>
diff --git a/survey/index.html b/survey/index.html
index 8b6a1eb433..6cf2baa63f 100644
--- a/survey/index.html
+++ b/survey/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Apache Airflow">
<meta itemprop="description" content="<!DOCTYPE html> Redirecting...
If you are not redirected automatically, please click here.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="12">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.html b/tags/index.html
index 1d455ca30d..6ffad33288 100644
--- a/tags/index.html
+++ b/tags/index.html
@@ -35,7 +35,7 @@
<meta itemprop="name" content="Tags">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
<meta itemprop="datePublished" content="2025-10-15T00:00:00+00:00">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/tags/index.xml b/tags/index.xml
index bafad066d5..e0d22e06e8 100644
--- a/tags/index.xml
+++ b/tags/index.xml
@@ -6,7 +6,7 @@
<description>Recent content in Tags on Apache Airflow</description>
<generator>Hugo</generator>
<language>en</language>
- <lastBuildDate>Fri, 19 Dec 2025 02:45:45 +0530</lastBuildDate>
+ <lastBuildDate>Thu, 18 Dec 2025 16:19:44 -0500</lastBuildDate>
<atom:link href="/tags/index.xml" rel="self" type="application/rss+xml" />
<item>
<title>Release</title>
diff --git a/use-cases/adjoe/index.html b/use-cases/adjoe/index.html
index 1fa162f925..9fcd01b01a 100644
--- a/use-cases/adjoe/index.html
+++ b/use-cases/adjoe/index.html
@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem? With the
creation of a new AW
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="adjoe">
<meta itemprop="description" content="What was the problem? Before adopting
Airflow at adjoe, we handled job scheduling in two main ways: by setting up
Kubernetes cronjobs or building AWS Lambda functions. While both approaches had
their benefits, they also came with limitations, especially when it came to
managing more complex workloads. As our data science teams needs evolved, it
became clear that we needed a more robust and flexible orchestration tool.
How did Apache Airflow help to solve this problem? With the creation of a new
AWS environment for the data science teams, we introduced Airflow on Kubernetes
as our primary orchestration solution, addressing both stability and
scalability requirements.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="258">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/adobe/index.html b/use-cases/adobe/index.html
index 21ee595d3e..b0b1da2a1c 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Adobe">
<meta itemprop="description" content="What was the problem? Modern big data
platforms need sophisticated data pipelines connecting to many backend services
enabling complex workflows. These workflows need to be deployed, monitored, and
run either on regular schedules or triggered by external events. Adobe
Experience Platform component services architected and built an orchestration
service to enable their users to author, schedule, and monitor complex
hierarchical (including sequential [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="251">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/adyen/index.html b/use-cases/adyen/index.html
index e6d739380d..09fb2b2fc0 100644
--- a/use-cases/adyen/index.html
+++ b/use-cases/adyen/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Adyen">
<meta itemprop="description" content="What was the problem? Many years ago
we started out with our own orchestration framework. Due to all the required
custom functionality it made sense at the time. However, quickly we realized
creating an orchestration tool is not to be underestimated. With the quickly
increasing number of users and teams, time spent on fixing issues increased,
severely limiting development speed. Furthermore, due to it not being open
source, we constantly had to mak [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="405">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/big-fish-games/index.html
b/use-cases/big-fish-games/index.html
index e1c400b9f1..2bd1ea5a66 100644
--- a/use-cases/big-fish-games/index.html
+++ b/use-cases/big-fish-games/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Big Fish Games">
<meta itemprop="description" content="What was the problem? The main
challenge is the lack of standardized ETL workflow orchestration tools.
PowerShell and Python-based ETL frameworks built in-house are currently used
for scheduling and running analytical workloads. However, there is no web UI
through which we can monitor these workflows and it requires additional effort
to maintain this framework. These scheduled jobs based on external dependencies
are not well suited to modern Big Da [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="336">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/business_operations/index.html
b/use-cases/business_operations/index.html
index 45838269fa..ed335866a7 100644
--- a/use-cases/business_operations/index.html
+++ b/use-cases/business_operations/index.html
@@ -31,13 +31,13 @@ This video shows an example of using Airflow to run the
pipelines that power a c
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Business Operations">
<meta itemprop="description" content="Use Airflow for Business operations
pipelines Airflow can be the starting point for your business idea! For many
companies, Airflow delivers the data that powers their core business
applications. Whether you need to aggregate user data to power personalized
recommendations, display analytics in a user-facing dashboard, or prepare the
input data for an LLM, Airflow is the perfect orchestrator.
This video shows an example of using Airflow to run the pipelines that power a
customer-facing analytics dashboard. You can find the code shown in this
example here.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="425">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index fcd4ddea6e..6dcc5cfd53 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Dish">
<meta itemprop="description" content="What was the problem? We faced
increasing complexity managing lengthy crontabs with scheduling being an issue,
this required carefully planning timing due to resource constraints, usage
patterns, and especially custom code needed for retry logic. In the last case,
having to verify success of previous jobs and/or steps prior to running the
next. Furthermore, time to results is important, but we were increasingly
relying on buffers for processing, wh [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="248">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/etl_analytics/index.html
b/use-cases/etl_analytics/index.html
index 173b65c6e7..32d85b26bd 100644
--- a/use-cases/etl_analytics/index.html
+++ b/use-cases/etl_analytics/index.html
@@ -31,13 +31,13 @@ The video below shows a simple ETL/ELT pipeline in Airflow
that extracts climate
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="ETL/ELT">
<meta itemprop="description" content="Use Airflow for ETL/ELT pipelines
Extract-Transform-Load (ETL) and Extract-Load-Transform (ELT) data pipelines
are the most common use case for Apache Airflow. 90% of respondents in the 2023
Apache Airflow survey are using Airflow for ETL/ELT to power analytics use
cases.
The video below shows a simple ETL/ELT pipeline in Airflow that extracts
climate data from a CSV file, as well as weather data from an API, runs
transformations and then loads the results into a database to power a
dashboard.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="291">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/experity/index.html b/use-cases/experity/index.html
index d42fec7bee..60063049df 100644
--- a/use-cases/experity/index.html
+++ b/use-cases/experity/index.html
@@ -31,13 +31,13 @@ How did Apache Airflow help to solve this problem?
Ultimately we decided flexibl
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Experity">
<meta itemprop="description" content="What was the problem? We had to deploy
our complex, flagship app to multiple nodes in multiple ways. This required
tasks to communicate across Windows nodes and coordinate timing perfectly. We
did not want to buy an expensive enterprise scheduling tool and needed ultimate
flexibility.
How did Apache Airflow help to solve this problem? Ultimately we decided
flexible, multi-node, DAG capable tooling was key and airflow was one of the
few tools that fit that bill. Having it based on open source and python were
large factors that upheld our core principles. At the time, Airflow was missing
a windows hook and operator so we contributed the WinRM hook and operator back
to the community. Given its flexibility we also use DAG generators to have our
metadata drive our DAGs and [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="191">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/index.html b/use-cases/index.html
index 22554c1b09..779a935eab 100644
--- a/use-cases/index.html
+++ b/use-cases/index.html
@@ -34,7 +34,7 @@
<meta itemprop="name" content="Use Cases">
<meta itemprop="description" content="Platform created by the community to
programmatically author, schedule and monitor workflows.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="image" content="/images/feature-image.png">
diff --git a/use-cases/infrastructure-management/index.html
b/use-cases/infrastructure-management/index.html
index f2f8f5df70..34692006c1 100644
--- a/use-cases/infrastructure-management/index.html
+++ b/use-cases/infrastructure-management/index.html
@@ -31,13 +31,13 @@ Infrastructure management is often needed within the
context of other use cases,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Infrastructure Management">
<meta itemprop="description" content="Use Airflow for Infrastructure
Management Airflow can interact with any API, which makes it a great tool to
manage your infrastructure, such as Kubernetes or Spark clusters running in any
cloud. As of Airflow 2.7, the setup/teardown feature is available, a special
type of task with intelligent behavior to spin up and tear down infrastructure
at the exact time you need it.
Infrastructure management is often needed within the context of other use
cases, such as MLOps, or implementing data quality checks. This video shows an
example of how it might be used for an MLOps pipeline. You can find the code
shown in this example here.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="310">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/mlops/index.html b/use-cases/mlops/index.html
index 647f86e9a7..ffd01bc3cb 100644
--- a/use-cases/mlops/index.html
+++ b/use-cases/mlops/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="MLOps">
<meta itemprop="description" content="Use Airflow for Machine Learning
Operations (MLOps) Machine Learning Operations (MLOps) is a broad term
encompassing everything needed to run machine learning models in production.
MLOps is a rapidly evolving field with many different best practices and
behavioral patterns, with Apache Airflow providing tool agnostic orchestration
capabilities for all steps. An emerging subset of MLOps is Large Language Model
Operations (LLMOps), which focuses on d [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="376">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Use-Case">
diff --git a/use-cases/onefootball/index.html b/use-cases/onefootball/index.html
index 76115cb43c..d938a25fe5 100644
--- a/use-cases/onefootball/index.html
+++ b/use-cases/onefootball/index.html
@@ -31,13 +31,13 @@ On top of that, new data tools appear each month: third
party data sources, clou
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Onefootball">
<meta itemprop="description" content="What was the problem? With millions of
daily active users, managing the complexity of data engineering at Onefootball
is a constant challenge. Lengthy crontabs, multiplication of custom API
clients, erosion of confidence in the analytics served, increasing heroism
(“only one person can solve this issue”). Those are the challenges that most
teams face unless they consciously invest in their tools and processes.
On top of that, new data tools appear each month: third party data sources,
cloud providers solutions, different storage technologies… Managing all those
integrations is costly and brittle, especially for small data engineering teams
that are trying to do more with less.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="294">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/plarium-krasnodar/index.html
b/use-cases/plarium-krasnodar/index.html
index 26fcca40c4..32fd108b4d 100644
--- a/use-cases/plarium-krasnodar/index.html
+++ b/use-cases/plarium-krasnodar/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Plarium Krasnodar">
<meta itemprop="description" content="What was the problem? Our Research
& Development department carries out various experiments, and in all of
them, we need to create workflow orchestrations for solving tasks in game dev.
Previously, we didn’t have any suitable tools with a sufficient number of
built-in functions, and we had to orchestrate processes manually and entirely
from scratch every time. This led to difficulties with dependencies and
monitoring when building complex workf [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="257">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/seniorlink/index.html b/use-cases/seniorlink/index.html
index 922eb4d03d..6b32751e22 100644
--- a/use-cases/seniorlink/index.html
+++ b/use-cases/seniorlink/index.html
@@ -31,13 +31,13 @@ We had built a robust stack of batch processes to deliver
value to the business,
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Seniorlink">
<meta itemprop="description" content="What was the problem? Here at
Seniorlink, we provide services, support, and technology that engages family
caregivers. One of our focuses is using data to bolster our knowledge and
improve the experience of our users. Like many looking to build an effective
data stack, we adopted a Python, Spark, Redshift, and Tableau core toolset.
We had built a robust stack of batch processes to deliver value to the
business, deploying these data services in AWS using a mixture of EMR, ECS,
Lambda, and EC2. Moving fast, as many new endeavors do, we ultimately ended up
with one monolithic batch process with many smaller satellite jobs. Given the
scale and quantity of jobs, we began to lose transparency as to what was
happening. Additionally, many jobs were launched in a single EMR cluster and so
tightly coupled that a failure in o [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="400">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/sift/index.html b/use-cases/sift/index.html
index 0cefcb16e4..c0e2f5b854 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Sift">
<meta itemprop="description" content="What was the problem? At Sift, we’re
constantly training machine learning models that feed into the core of Sift’s
Digital Trust & Safety platform. The platform gives our customers a way to
discern suspicious online behavior from trustworthy behavior, allowing our
customers to protect their online transactions, maintain the integrity of their
content platforms, and keep their users’ accounts secure. To make this
possible, we’ve built model trai [...]
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
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<meta itemprop="wordCount" content="641">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/snapp/index.html b/use-cases/snapp/index.html
index 270f79420f..b0dfb6fdf5 100644
--- a/use-cases/snapp/index.html
+++ b/use-cases/snapp/index.html
@@ -30,12 +30,12 @@
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="Snapp">
<meta itemprop="description" content="What was the problem? As the Map team
at Snapp, one of the largest and fastest-growing internet companies in the
Middle East, we have experienced significant growth over the past couple of
years, expanding from a team of 7 to a team of 60. However, with this growth
came the realization that some of our crucial tasks were being performed
manually. This manual approach consumed valuable time and hindered our ability
to execute these tasks efficiently.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
+ <meta itemprop="dateModified" content="2025-12-18T16:19:44-05:00">
<meta itemprop="wordCount" content="641">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
diff --git a/use-cases/suse/index.html b/use-cases/suse/index.html
index f9938e4d8d..bb14b12ee7 100644
--- a/use-cases/suse/index.html
+++ b/use-cases/suse/index.html
@@ -31,13 +31,13 @@ The construction of these containers requires the
installation of several librar
<meta property="og:locale" content="en">
<meta property="og:type" content="article">
<meta property="article:section" content="use-cases">
- <meta property="article:modified_time" content="2025-12-19T02:45:45+05:30">
+ <meta property="article:modified_time" content="2025-12-18T16:19:44-05:00">
<meta property="og:image" content="/images/feature-image.png">
<meta itemprop="name" content="RancherBySUSE">
<meta itemprop="description" content="What was the problem? Our aim was to
build, package, test and distribute curated and trusted containers at scale in
an automated way. Those containers can be of any nature, meaning that we need a
solution that allows us to build any kind of software with any kind of building
tools like Maven, Rust, Java, Ant, or Go.
The construction of these containers requires the installation of several
libraries (which may even conflict) and the orchestration of complex workflows
with several integrations, executed either on a scheduled basis or triggered by
events from external systems.">
- <meta itemprop="dateModified" content="2025-12-19T02:45:45+05:30">
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<meta itemprop="wordCount" content="361">
<meta itemprop="image" content="/images/feature-image.png">
<meta itemprop="keywords" content="Testimonial">
