This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a commit to branch gh-pages
in repository https://gitbox.apache.org/repos/asf/airflow-site.git
The following commit(s) were added to refs/heads/gh-pages by this push:
new d9f3e98772 Deploying to gh-pages from @
f208bb4c9913e969ab2a22273222afd7a9bb837d ๐
d9f3e98772 is described below
commit d9f3e98772620e75017283d30f0366f1924c979a
Author: ashb <[email protected]>
AuthorDate: Fri Dec 2 20:51:51 2022 +0000
Deploying to gh-pages from @ f208bb4c9913e969ab2a22273222afd7a9bb837d ๐
---
_gen/indexes/en/blog-index.json | 2 +-
_gen/indexes/en/blog-posts.json | 2 +-
announcements/index.html | 6 ++
blog/airflow-1.10.10/index.html | 4 +-
blog/airflow-1.10.12/index.html | 4 +-
blog/airflow-1.10.8-1.10.9/index.html | 4 +-
blog/airflow-2.2.0/index.html | 16 +--
blog/airflow-2.3.0/index.html | 16 +--
blog/airflow-2.4.0/index.html | 28 +++---
.../index.html | 110 ++++++++++++---------
blog/airflow-survey-2020/index.html | 4 +-
blog/airflow-survey-2022/index.html | 6 +-
blog/airflow-survey/index.html | 4 +-
blog/airflow-two-point-oh-is-here/index.html | 16 +--
blog/airflow_summit_2021/index.html | 4 +-
blog/airflow_summit_2022/index.html | 4 +-
blog/announcing-new-website/index.html | 4 +-
blog/apache-airflow-for-newcomers/index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
.../index.html | 4 +-
blog/index.html | 35 +++++++
blog/index.xml | 37 +++++++
.../index.html | 4 +-
blog/tags/release/index.html | 35 +++++++
blog/tags/release/index.xml | 37 +++++++
index.html | 32 +++---
index.xml | 37 +++++++
search/index.html | 4 +-
sitemap.xml | 101 ++++++++++---------
use-cases/adobe/index.html | 4 +-
use-cases/adyen/index.html | 4 +-
use-cases/big-fish-games/index.html | 4 +-
use-cases/dish/index.html | 4 +-
use-cases/experity/index.html | 4 +-
use-cases/onefootball/index.html | 4 +-
use-cases/plarium-krasnodar/index.html | 4 +-
use-cases/seniorlink/index.html | 4 +-
use-cases/sift/index.html | 4 +-
41 files changed, 412 insertions(+), 204 deletions(-)
diff --git a/_gen/indexes/en/blog-index.json b/_gen/indexes/en/blog-index.json
index e0a01cc0e6..fe73f951c6 100644
--- a/_gen/indexes/en/blog-index.json
+++ b/_gen/indexes/en/blog-index.json
@@ -1 +1 @@
-{"version":"2.3.8","fields":["title","description","author","content","tags","url"],"fieldVectors":[["title/It's
a \"Breeze\" to develop Apache
Airflow",[0,1.455,1,1.118,2,0.21,3,0.361,4,0.48]],["description/It's a
\"Breeze\" to develop Apache
Airflow",[2,0.24,4,0.36,5,1.845,6,0.952,7,1.845,8,1.09,9,1.09,10,0.739,11,0.952,12,0.838,13,1.845,14,0.653,15,1.845,16,0.049]],["author/It's
a \"Breeze\" to develop Apache Airflow",[11,1.413,17,1.617]],["content/It's a
\"Breeze\" to develop Apache [...]
\ No newline at end of file
+{"version":"2.3.8","fields":["title","description","author","content","tags","url"],"fieldVectors":[["title/It's
a \"Breeze\" to develop Apache
Airflow",[0,1.318,1,1.164,2,0.252,3,0.37,4,0.484]],["description/It's a
\"Breeze\" to develop Apache
Airflow",[2,0.289,4,0.366,5,1.903,6,0.997,7,1.903,8,1.137,9,0.997,10,0.781,11,0.881,12,0.881,13,1.903,14,0.694,15,1.903,16,0.08]],["author/It's
a \"Breeze\" to develop Apache Airflow",[11,1.298,17,1.469]],["content/It's a
\"Breeze\" to develop Apa [...]
\ No newline at end of file
diff --git a/_gen/indexes/en/blog-posts.json b/_gen/indexes/en/blog-posts.json
index 75807cb654..b5ecd0e4df 100644
--- a/_gen/indexes/en/blog-posts.json
+++ b/_gen/indexes/en/blog-posts.json
@@ -1 +1 @@
-[{"content":"## The story behind the Airflow Breeze tool\nInitially, we
started contributing to this fantastic open-source project [Apache Airflow]
with a team of three which then grew to five. When we kicked it off a year ago,
I realized pretty soon where the biggest bottlenecks and areas for improvement
in terms of productivity were. Even with the help of our client, who provided
us with a โhomegrownโ development environment it took us literally days to set
it up and learn some basics. [...]
\ No newline at end of file
+[{"content":"## The story behind the Airflow Breeze tool\nInitially, we
started contributing to this fantastic open-source project [Apache Airflow]
with a team of three which then grew to five. When we kicked it off a year ago,
I realized pretty soon where the biggest bottlenecks and areas for improvement
in terms of productivity were. Even with the help of our client, who provided
us with a โhomegrownโ development environment it took us literally days to set
it up and learn some basics. [...]
\ No newline at end of file
diff --git a/announcements/index.html b/announcements/index.html
index 227b4e4b8e..58a95ce033 100644
--- a/announcements/index.html
+++ b/announcements/index.html
@@ -400,6 +400,12 @@
ย </p>
<p><strong>Note:</strong> Follow <a
href="https://twitter.com/ApacheAirflow";>@ApacheAirflow</a> on Twitter for the
latest news and announcements!</p>
<h1 id="december-2-2022">December 2, 2022</h1>
+<p>Weโve just released Apache <strong>Airflow 2.5.0</strong>. You can read all
about it in our <a href="/blog/airflow-2.5.0/">what’s new in Apache
Airflow 2.5.0</a> blog post.</p>
+<p>๐ฆ PyPI: <a
href="https://pypi.org/project/apache-airflow/2.5.0/";>https://pypi.org/project/apache-airflow/2.5.0/</a>
<br>
+๐ Docs: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0";>https://airflow.apache.org/docs/apache-airflow/2.5.0</a>
<br>
+๐ ๏ธ Release Notes: <a
href="https://airflow.apache.org/docs/apache-airflow/.5.0/release_notes.html";>https://airflow.apache.org/docs/apache-airflow/.5.0/release_notes.html</a>
<br>
+๐ชถ Sources: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/installation/installing-from-sources.html";>https://airflow.apache.org/docs/apache-airflow/2.5.0/installation/installing-from-sources.html</a></p>
+<h1 id="december-2-2022-1">December 2, 2022</h1>
<p>Weโve just released Apache <strong>Airflow 2.5.0</strong>.</p>
<p>๐ฆ PyPI: <a
href="https://pypi.org/project/apache-airflow/2.5.0/";>https://pypi.org/project/apache-airflow/2.5.0/</a>
<br>
๐ Docs: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0";>https://airflow.apache.org/docs/apache-airflow/2.5.0</a>
<br>
diff --git a/blog/airflow-1.10.10/index.html b/blog/airflow-1.10.10/index.html
index 113ac6bd7c..3bbabcec1c 100644
--- a/blog/airflow-1.10.10/index.html
+++ b/blog/airflow-1.10.10/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-1.10.10/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2020-04-09T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Apache Airflow 1.10.10">
<meta itemprop="description" content="We are happy to present Apache Airflow
1.10.10"><meta itemprop="datePublished" content="2020-04-09T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="1143"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="release," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/airflow-1.10.12/index.html b/blog/airflow-1.10.12/index.html
index 22c2046c5b..72ec3f4af4 100644
--- a/blog/airflow-1.10.12/index.html
+++ b/blog/airflow-1.10.12/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-1.10.12/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2020-08-25T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Apache Airflow 1.10.12">
<meta itemprop="description" content="We are happy to present Apache Airflow
1.10.12"><meta itemprop="datePublished" content="2020-08-25T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="911"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="release," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/airflow-1.10.8-1.10.9/index.html
b/blog/airflow-1.10.8-1.10.9/index.html
index 1416cbfce7..edc4404173 100644
--- a/blog/airflow-1.10.8-1.10.9/index.html
+++ b/blog/airflow-1.10.8-1.10.9/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-1.10.8-1.10.9/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2020-02-23T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Apache Airflow 1.10.8 & 1.10.9">
<meta itemprop="description" content="We are happy to present the new 1.10.8
and 1.10.9 releases of Apache Airflow."><meta itemprop="datePublished"
content="2020-02-23T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="437"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="release," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/airflow-2.2.0/index.html b/blog/airflow-2.2.0/index.html
index 4ff5a901a1..7ac85d5569 100644
--- a/blog/airflow-2.2.0/index.html
+++ b/blog/airflow-2.2.0/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-2.2.0/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2021-10-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="What's new in Apache Airflow 2.2.0">
<meta itemprop="description" content="We're proud to announce that Apache
Airflow 2.2.0 has been released."><meta itemprop="datePublished"
content="2021-10-11T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="658"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Release," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
@@ -620,17 +620,17 @@
</div>
- <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Sat, Apr 30, 2022</span>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, Sep 19, 2022</span>
</div>
<p class="box-event__blogpost--header">
- <a href="/blog/airflow-2.3.0/">
- Apache Airflow 2.3.0 is here
+ <a href="/blog/airflow-2.5.0/">
+ Apache Airflow 2.5.0: Tick-Tock
</a>
</p>
- <p class="box-event__blogpost--author">Ephraim Anierobi</p>
- <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.3.0 has been released.</p>
+ <p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.5.0 has been released with many quality of life
changes.</p>
<div class="mt-auto">
- <a href="/blog/airflow-2.3.0/">
+ <a href="/blog/airflow-2.5.0/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
diff --git a/blog/airflow-2.3.0/index.html b/blog/airflow-2.3.0/index.html
index 235c380387..8344b8bbce 100644
--- a/blog/airflow-2.3.0/index.html
+++ b/blog/airflow-2.3.0/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-2.3.0/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2022-04-30T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Apache Airflow 2.3.0 is here">
<meta itemprop="description" content="We're proud to announce that Apache
Airflow 2.3.0 has been released."><meta itemprop="datePublished"
content="2022-04-30T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="708"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Release," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
@@ -666,17 +666,17 @@ Sade’s “Smooth Operator”. Enjoy!</li>
</div>
- <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, Oct 11, 2021</span>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, Sep 19, 2022</span>
</div>
<p class="box-event__blogpost--header">
- <a href="/blog/airflow-2.2.0/">
- What's new in Apache Airflow 2.2.0
+ <a href="/blog/airflow-2.5.0/">
+ Apache Airflow 2.5.0: Tick-Tock
</a>
</p>
- <p class="box-event__blogpost--author">Jed Cunningham</p>
- <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.2.0 has been released.</p>
+ <p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.5.0 has been released with many quality of life
changes.</p>
<div class="mt-auto">
- <a href="/blog/airflow-2.2.0/">
+ <a href="/blog/airflow-2.5.0/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
diff --git a/blog/airflow-2.4.0/index.html b/blog/airflow-2.4.0/index.html
index acc052d552..8910c4800d 100644
--- a/blog/airflow-2.4.0/index.html
+++ b/blog/airflow-2.4.0/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-2.4.0/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2022-09-19T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Apache Airflow 2.4.0: That Data Aware Release">
<meta itemprop="description" content="We're proud to announce that Apache
Airflow 2.4.0 has been released with many exciting improvements."><meta
itemprop="datePublished" content="2022-09-19T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="848"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Release," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
@@ -609,7 +609,7 @@
<div class="pager">
- <a href="/blog/airflow-survey-2022/">
+ <a href="/blog/airflow-2.5.0/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue"
>Previous</button>
@@ -649,17 +649,17 @@
</div>
- <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Thu, Dec 17, 2020</span>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, Sep 19, 2022</span>
</div>
<p class="box-event__blogpost--header">
- <a href="/blog/airflow-two-point-oh-is-here/">
- Apache Airflow 2.0 is here!
+ <a href="/blog/airflow-2.5.0/">
+ Apache Airflow 2.5.0: Tick-Tock
</a>
</p>
<p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
- <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.0.0 has been released.</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.5.0 has been released with many quality of life
changes.</p>
<div class="mt-auto">
- <a href="/blog/airflow-two-point-oh-is-here/">
+ <a href="/blog/airflow-2.5.0/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
@@ -684,17 +684,17 @@
</div>
- <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Sat, Apr 30, 2022</span>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Thu, Dec 17, 2020</span>
</div>
<p class="box-event__blogpost--header">
- <a href="/blog/airflow-2.3.0/">
- Apache Airflow 2.3.0 is here
+ <a href="/blog/airflow-two-point-oh-is-here/">
+ Apache Airflow 2.0 is here!
</a>
</p>
- <p class="box-event__blogpost--author">Ephraim Anierobi</p>
- <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.3.0 has been released.</p>
+ <p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.0.0 has been released.</p>
<div class="mt-auto">
- <a href="/blog/airflow-2.3.0/">
+ <a href="/blog/airflow-two-point-oh-is-here/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
diff --git a/blog/its-a-breeze-to-develop-apache-airflow/index.html
b/blog/airflow-2.5.0/index.html
similarity index 89%
copy from blog/its-a-breeze-to-develop-apache-airflow/index.html
copy to blog/airflow-2.5.0/index.html
index 57f6ead96a..132733d93b 100644
--- a/blog/its-a-breeze-to-develop-apache-airflow/index.html
+++ b/blog/airflow-2.5.0/index.html
@@ -29,22 +29,22 @@
<meta name="msapplication-TileImage" content="/favicons/ms-icon-144x144.png">
<meta name="theme-color" content="#ffffff">
-<title>It's a "Breeze" to develop Apache Airflow | Apache
Airflow</title><meta property="og:title" content="It's a "Breeze"
to develop Apache Airflow" />
-<meta property="og:description" content="A Principal Software Engineer's
journey to developer productivity. Learn how Jarek and his team sped up and
simplified Airflow development for the community." />
+<title>Apache Airflow 2.5.0: Tick-Tock | Apache Airflow</title><meta
property="og:title" content="Apache Airflow 2.5.0: Tick-Tock" />
+<meta property="og:description" content="We're proud to announce that
Apache Airflow 2.5.0 has been released with many quality of life changes." />
<meta property="og:type" content="article" />
-<meta property="og:url"
content="/blog/its-a-breeze-to-develop-apache-airflow/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
-<meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
-
-<meta itemprop="name" content="It's a "Breeze" to develop Apache
Airflow">
-<meta itemprop="description" content="A Principal Software Engineer's
journey to developer productivity. Learn how Jarek and his team sped up and
simplified Airflow development for the community."><meta
itemprop="datePublished" content="2019-11-22T00:00:00+00:00" />
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content="/images/feature-image.png"/>
-<meta itemprop="keywords" content="Development," /><meta name="twitter:card"
content="summary_large_image"/>
+<meta property="og:url" content="/blog/airflow-2.5.0/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
+<meta property="article:published_time" content="2022-09-19T00:00:00+00:00" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+
+<meta itemprop="name" content="Apache Airflow 2.5.0: Tick-Tock">
+<meta itemprop="description" content="We're proud to announce that Apache
Airflow 2.5.0 has been released with many quality of life changes."><meta
itemprop="datePublished" content="2022-09-19T00:00:00+00:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
+<meta itemprop="wordCount" content="392"><meta itemprop="image"
content="/images/feature-image.png"/>
+<meta itemprop="keywords" content="Release," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
-<meta name="twitter:title" content="It's a "Breeze" to develop
Apache Airflow"/>
-<meta name="twitter:description" content="A Principal Software Engineer's
journey to developer productivity. Learn how Jarek and his team sped up and
simplified Airflow development for the community."/>
+<meta name="twitter:title" content="Apache Airflow 2.5.0: Tick-Tock"/>
+<meta name="twitter:description" content="We're proud to announce that
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@@ -61,7 +61,7 @@
crossorigin="anonymous"></script>
-<meta name="description" content="A Principal Software Engineer's journey
to developer productivity. Learn how Jarek and his team sped up and simplified
Airflow development for the community." />
+<meta name="description" content="We're proud to announce that Apache
Airflow 2.5.0 has been released with many quality of life changes." />
@@ -406,19 +406,19 @@
<div class="tags-container">
- <a class="tag"
href="/blog/tags/development/">Development</a>
+ <a class="tag" href="/blog/tags/release/">Release</a>
</div>
- <span class="bodytext__medium--brownish-grey">Fri, Nov 22, 2019</span>
+ <span class="bodytext__medium--brownish-grey">Mon, Sep 19, 2022</span>
</div>
- <p class="blogpost-content__metadata--title">It's a "Breeze"
to develop Apache Airflow</p>
+ <p class="blogpost-content__metadata--title">Apache Airflow 2.5.0:
Tick-Tock</p>
<div class="blogpost-content__metadata--author">
<span class="blogpost-content__metadata--author">
- Jarek Potiuk
+ Ash Berlin-Taylor
</span>
- <a href="https://twitter.com/higrys/";
class="blogpost-content__metadata--social-media-icon">
+ <a href="https://twitter.com/ashberlin/";
class="blogpost-content__metadata--social-media-icon">
<svg xmlns="http://www.w3.org/2000/svg"; width="22" height="21"
viewBox="0 0 22 21">
<g id="Group_1746" data-name="Group 1746" transform="translate(.076
-.055)">
<ellipse id="Ellipse_19" cx="11" cy="10.5" fill="#51504f"
data-name="Ellipse 19" rx="11" ry="10.5"
@@ -434,7 +434,7 @@
</a>
- <a href="https://github.com/potiuk/";
class="blogpost-content__metadata--social-media-icon">
+ <a href="https://github.com/ashberlin/";
class="blogpost-content__metadata--social-media-icon">
<svg xmlns="http://www.w3.org/2000/svg"; width="21.737"
height="21.2" viewBox="0 0 21.737 21.2">
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21.182c.543.1.742-.236.742-.524
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0c2.075-1.406 2.986-1.114 2.986-1.114a3.9 3.9 0 0 1 .1 [...]
</svg>
@@ -442,7 +442,7 @@
</a>
- <a href="https://linkedin.com/in/jarekpotiuk/";
class="blogpost-content__metadata--social-media-icon">
+ <a href="https://linkedin.com/in/ashberlin-taylor/";
class="blogpost-content__metadata--social-media-icon">
<svg xmlns="http://www.w3.org/2000/svg"; width="20" height="20"
viewBox="0 0 20 21">
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-.055)">
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data-name="Ellipse 20" rx="10" ry="10.5" transform="translate(-.155 .055)"/>
@@ -456,13 +456,33 @@
</a>
</div>
- <p class="blogpost-content__metadata--description">A Principal Software
Engineer's journey to developer productivity. Learn how Jarek and his team
sped up and simplified Airflow development for the community.</p>
+ <p class="blogpost-content__metadata--description">We're proud to
announce that Apache Airflow 2.5.0 has been released with many quality of life
changes.</p>
</div>
<div class="markdown-content">
- <h2 id="the-story-behind-the-airflow-breeze-tool">The story behind the
Airflow Breeze tool</h2>
-<p>Initially, we started contributing to this fantastic open-source project
[Apache Airflow] with a team of three which then grew to five. When we kicked
it off a year ago, I realized pretty soon where the biggest bottlenecks and
areas for improvement in terms of productivity were. Even with the help of our
client, who provided us with a โhomegrownโ development environment it took us
literally days to set it up and learn some basics.</p>
-<p>That is how the journey to increased productivity in Apache Airflow began.
The result? The Airflow Breeze open-source tool. Jarek Potiuk, an Airflow
Committer, will tell you all about it.</p>
-<p>You can learn <a
href="https://higrys.medium.com/its-a-breeze-to-develop-apache-airflow-bf306d3e3505";>how
and why itโs a “Breeze” to Develop Apache Airflow</a>.</p>
+ <p>Apache Airfow 2.5 has just been released, barely two and a half months
after 2.4!</p>
+<p><strong>Details</strong>:</p>
+<p>๐ฆ PyPI: <a
href="https://pypi.org/project/apache-airflow/2.5.0/";>https://pypi.org/project/apache-airflow/2.5.0/</a>
<br>
+๐ Docs: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/";>https://airflow.apache.org/docs/apache-airflow/2.5.0/</a>
<br>
+๐ ๏ธ Release Notes: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/release_notes.html";>https://airflow.apache.org/docs/apache-airflow/2.5.0/release_notes.html</a>
<br>
+๐ณ Docker Image: docker pull apache/airflow:2.5.0 <br>
+๐ Constraints: <a
href="https://github.com/apache/airflow/tree/constraints-2.5.0";>https://github.com/apache/airflow/tree/constraints-2.5.0</a></p>
+<p>This quicker release cadence is a departure from our previous habit of
releasing every five-to-seven months and was a deliberate effort to listen to
you, our users, and get the changes and improvements into your workflows
earlier.</p>
+<h2 id="usability-improvements-to-the-datasets-ui">Usability improvements to
the Datasets UI</h2>
+<p>When we released Dataset aware scheduling in September we knew that the
tools we gave to manage the Datasets were very much a Minimum Viable Product,
and in the last two months the committers and contributors have been hard at
work at making the UI much more usable when it comes to Datasets.</p>
+<p>But we we aren’t done yet - keep an eye out for more improvements
coming over the next couple of releases too.</p>
+<h2 id="greatly-improved-airflow-dags-test-command">Greatly improved
<code>airflow dags test</code> command</h2>
+<p>This airflow subcommand has been rethought and re-optimized to make it much
easier to test your DAGs locally - the major changes are:</p>
+<p>a. Task logs are visible right there in the console, instead of hidden away
inside the task log files
+b. It is about an order of magnitude quicker to run the tasks than before
(i.e. it gets to running the task code so much quicker)
+c. Everything runs in one process, so you can put a breakpoint in your IDE,
and configure it to run <code>airflow dags test <mydag></code> then debug
code!</p>
+<h2 id="auto-tailing-task-logs-in-the-grid-view">Auto tailing task logs in the
Grid view</h2>
+<p>Hopefully the headline says enough. It’s lovely, go check it out.</p>
+<h2 id="more-improvments-to-dynamic-task-mapping">More improvments to
Dynamic-Task mapping</h2>
+<p>In a similar vein to the improvements to the Dataset (UI), we have
continued to iterate on and improve the feature we first added in Airflow 2.3,
Dynamic Task Mapping, and 2.5 includes <a
href="https://github.com/apache/airflow/pulls?q=is%3Apr+author%3Auranusjr+is%3Aclosed+milestone%3A%22Airflow+2.5.0%22";>dozens
of improvements</a>.</p>
+<h2 id="thanks-to-the-contributors">Thanks to the contributors</h2>
+<p>Andrey Anshin, Ash Berlin-Taylor, blag, Bolke de Bruin, Brent Bovenzi,
Chenglong Yan, Daniel Standish, Dov Benyomin Sohacheski, Elad Kalif, Ephraim
Anierobi, Jarek Potiuk, Jed Cunningham, Jorrick Sleijster, Michael Petro, Niko,
Pierre Jeambrun, Tzu-ping Chung and many more, over 75 of you. Thank you!</p>
+<p>And a special thank you to Ephraim who tirelessly worked behind the scenes
as release manager!</p>
+<p>A much shorter change log than 2.4, but I think you’ll agree, some
great changes.</p>
</div>
@@ -520,13 +540,13 @@
<div class="pager">
- <a >
+ <a href="/blog/airflow-survey-2022/">
-<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue"
disabled>Previous</button>
+<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue"
>Previous</button>
</a>
- <a href="/blog/documenting-using-local-development-environments/">
+ <a href="/blog/airflow-2.4.0/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue"
>Next</button>
@@ -556,21 +576,21 @@
<div class="tags-container">
- <a class="tag"
href="/blog/tags/development/">Development</a>
+ <a class="tag" href="/blog/tags/release/">Release</a>
</div>
- <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Fri, Nov 22, 2019</span>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, Sep 19, 2022</span>
</div>
<p class="box-event__blogpost--header">
- <a href="/blog/documenting-using-local-development-environments/">
- Documenting using local development environment
+ <a href="/blog/airflow-2.4.0/">
+ Apache Airflow 2.4.0: That Data Aware Release
</a>
</p>
- <p class="box-event__blogpost--author">Elena Fedotova</p>
- <p class="box-event__blogpost--description">The story behind
documenting local development environment of Apache Airflow</p>
+ <p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.4.0 has been released with many exciting
improvements.</p>
<div class="mt-auto">
- <a href="/blog/documenting-using-local-development-environments/">
+ <a href="/blog/airflow-2.4.0/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
@@ -591,23 +611,21 @@
<div class="tags-container">
- <a class="tag"
href="/blog/tags/community/">Community</a>
-
-
+ <a class="tag" href="/blog/tags/release/">Release</a>
</div>
- <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, May 16, 2022</span>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Thu, Dec 17, 2020</span>
</div>
<p class="box-event__blogpost--header">
- <a href="/blog/airflow_summit_2022/">
- Airflow Summit 2022
+ <a href="/blog/airflow-two-point-oh-is-here/">
+ Apache Airflow 2.0 is here!
</a>
</p>
- <p class="box-event__blogpost--author">Jarek Potiuk</p>
- <p class="box-event__blogpost--description">Airflow Summit 2022 is
here</p>
+ <p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.0.0 has been released.</p>
<div class="mt-auto">
- <a href="/blog/airflow_summit_2022/">
+ <a href="/blog/airflow-two-point-oh-is-here/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
@@ -631,7 +649,7 @@
<div class="base-layout--button">
- <a
href=https://github.com/apache/airflow-site/edit/main/landing-pages/site/content/en/blog/Its-a-breeze-to-develop-apache-airflow.md>
+ <a
href=https://github.com/apache/airflow-site/edit/main/landing-pages/site/content/en/blog/airflow-2.5.0/index.md>
diff --git a/blog/airflow-survey-2020/index.html
b/blog/airflow-survey-2020/index.html
index 072dc024f2..6f55cd0499 100644
--- a/blog/airflow-survey-2020/index.html
+++ b/blog/airflow-survey-2020/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-survey-2020/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2021-03-09T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Airflow Survey 2020">
<meta itemprop="description" content="We observe steady growth in number of
users as well as in an amount of active contributors. So listening and
understanding our community is of high importance."><meta
itemprop="datePublished" content="2021-03-09T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="2136"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="community,survey,users," /><meta
name="twitter:card" content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/airflow-survey-2022/index.html
b/blog/airflow-survey-2022/index.html
index 9000d30a3d..4332b4e45d 100644
--- a/blog/airflow-survey-2022/index.html
+++ b/blog/airflow-survey-2022/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-survey-2022/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2022-06-17T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Airflow Survey 2022">
<meta itemprop="description" content="2021 saw rapid adoption of Airflow 2,
and continued growth of the community. This annual survey helps us understand
how people are using Airflow, and where we can best focus our efforts going
forward."><meta itemprop="datePublished" content="2022-06-17T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="3865"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="community,survey,users," /><meta
name="twitter:card" content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
@@ -2194,7 +2194,7 @@
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue"
>Previous</button>
</a>
- <a href="/blog/airflow-2.4.0/">
+ <a href="/blog/airflow-2.5.0/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue"
>Next</button>
diff --git a/blog/airflow-survey/index.html b/blog/airflow-survey/index.html
index c1508614c2..f060cab9d8 100644
--- a/blog/airflow-survey/index.html
+++ b/blog/airflow-survey/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-survey/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2019-12-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Airflow Survey 2019">
<meta itemprop="description" content="Receiving and adjusting to our usersโ
feedback is a must. Letโs see who Airflow users are, how they play with it, and
what they miss."><meta itemprop="datePublished"
content="2019-12-11T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="1775"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="community,survey,users," /><meta
name="twitter:card" content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/airflow-two-point-oh-is-here/index.html
b/blog/airflow-two-point-oh-is-here/index.html
index 62b25a1e25..1f8126be11 100644
--- a/blog/airflow-two-point-oh-is-here/index.html
+++ b/blog/airflow-two-point-oh-is-here/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow-two-point-oh-is-here/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2020-12-17T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Apache Airflow 2.0 is here!">
<meta itemprop="description" content="We're proud to announce that Apache
Airflow 2.0.0 has been released."><meta itemprop="datePublished"
content="2020-12-17T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="1165"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Release," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
@@ -658,17 +658,17 @@ Docs on <a
href="http://airflow.apache.org/docs/apache-airflow-providers/package
</div>
- <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Sat, Apr 30, 2022</span>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, Sep 19, 2022</span>
</div>
<p class="box-event__blogpost--header">
- <a href="/blog/airflow-2.3.0/">
- Apache Airflow 2.3.0 is here
+ <a href="/blog/airflow-2.5.0/">
+ Apache Airflow 2.5.0: Tick-Tock
</a>
</p>
- <p class="box-event__blogpost--author">Ephraim Anierobi</p>
- <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.3.0 has been released.</p>
+ <p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.5.0 has been released with many quality of life
changes.</p>
<div class="mt-auto">
- <a href="/blog/airflow-2.3.0/">
+ <a href="/blog/airflow-2.5.0/">
<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
diff --git a/blog/airflow_summit_2021/index.html
b/blog/airflow_summit_2021/index.html
index 5d73a3febe..f277613fc5 100644
--- a/blog/airflow_summit_2021/index.html
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<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow_summit_2021/" /><meta
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property="article:section" content="blog" />
<meta property="article:published_time" content="2021-03-21T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Airflow Summit 2021">
<meta itemprop="description" content="We are thrilled about Airflow Summit
2021!"><meta itemprop="datePublished" content="2021-03-21T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="77"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Community,Airflow Summit," /><meta
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<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/airflow_summit_2022/index.html
b/blog/airflow_summit_2022/index.html
index 6739f0e5b1..08200bc5ff 100644
--- a/blog/airflow_summit_2022/index.html
+++ b/blog/airflow_summit_2022/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/airflow_summit_2022/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2022-05-16T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Airflow Summit 2022">
<meta itemprop="description" content="Airflow Summit 2022 is here"><meta
itemprop="datePublished" content="2022-05-16T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="129"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Community,Airflow Summit," /><meta
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diff --git a/blog/announcing-new-website/index.html
b/blog/announcing-new-website/index.html
index 9724329aae..4cdab11317 100644
--- a/blog/announcing-new-website/index.html
+++ b/blog/announcing-new-website/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/announcing-new-website/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2019-12-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="New Airflow website">
<meta itemprop="description" content="We are thrilled about our new
website!"><meta itemprop="datePublished" content="2019-12-11T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="282"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Community," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/apache-airflow-for-newcomers/index.html
b/blog/apache-airflow-for-newcomers/index.html
index 1d1d9a6c1a..1297f9d380 100644
--- a/blog/apache-airflow-for-newcomers/index.html
+++ b/blog/apache-airflow-for-newcomers/index.html
@@ -35,12 +35,12 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy
to author workflows
<meta property="og:type" content="article" />
<meta property="og:url" content="/blog/apache-airflow-for-newcomers/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2020-08-17T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Apache Airflow For Newcomers">
<meta itemprop="description" content="Apache Airflow is a platform to
programmatically author, schedule, and monitor workflows. A workflow is a
sequence of tasks that processes a set of data. You can think of workflow as
the path that describes how tasks go from being undone to done. Scheduling, on
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."><meta itemprop="datePublished"
content="2020-08-17T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="1070"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Community," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git
a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
index d78ce7000c..f0d13664a1 100644
---
a/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
+++
b/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url"
content="/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/"
/><meta property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="ApacheCon Europe 2019 โ Thoughts and Insights
by Airflow Committers">
<meta itemprop="description" content="Here come some thoughts by Airflow
committers and contributors from the ApacheCon Europe 2019. Get to know the ASF
community!"><meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00"
/>
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="138"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Community," /><meta name="twitter:card"
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diff --git a/blog/documenting-using-local-development-environments/index.html
b/blog/documenting-using-local-development-environments/index.html
index ad7df1a4fc..aceb8d7fb4 100644
--- a/blog/documenting-using-local-development-environments/index.html
+++ b/blog/documenting-using-local-development-environments/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url"
content="/blog/documenting-using-local-development-environments/" /><meta
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property="article:section" content="blog" />
<meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Documenting using local development
environment">
<meta itemprop="description" content="The story behind documenting local
development environment of Apache Airflow"><meta itemprop="datePublished"
content="2019-11-22T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="256"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Development," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
index 8cd82f2992..192408c2fa 100644
---
a/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
+++
b/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/index.html
@@ -35,12 +35,12 @@ About Me I have been writing tech articles on medium as
well as my blog for the
<meta property="og:type" content="article" />
<meta property="og:url"
content="/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/"
/><meta property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2019-12-20T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Experience in Google Season of Docs 2019 with
Apache Airflow">
<meta itemprop="description" content="I came across Google Season of Docs
(GSoD) almost by accident, thanks to my extensive HackerNews and Twitter
addiction. I was familiar with the Google Summer of Code but not with this
program. It turns out it was the inaugural phase. I read the details, and the
process felt a lot like GSoC except that this was about documentation.
About Me I have been writing tech articles on medium as well as my blog for
the past 1."><meta itemprop="datePublished" content="2019-12-20T00:00:00+00:00"
/>
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="1521"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Documentation," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
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 e246fd5f4b..417df673e7 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
+++ b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
@@ -35,12 +35,12 @@ Contribution Period The first thing I had to do was choose
a project under an or
<meta property="og:type" content="article" />
<meta property="og:url"
content="/blog/experience-with-airflow-as-an-outreachy-intern/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2020-08-30T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Journey with Airflow as an Outreachy Intern">
<meta itemprop="description" content="Outreachy is a program which organises
three months paid internships with FOSS projects for people who are typically
underrepresented in those projects.
Contribution Period The first thing I had to do was choose a project under an
organisation. After going through all the projects I chose โExtending the REST
API of Apache Airflowโ, because I had a good idea of what REST API(s) are, so I
thought it would be easier to get started with the contributions."><meta
itemprop="datePublished" content="2020-08-30T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="528"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Community," /><meta name="twitter:card"
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<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/implementing-stable-api-for-apache-airflow/index.html
b/blog/implementing-stable-api-for-apache-airflow/index.html
index 47fa84ede6..5032457c36 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
+++ b/blog/implementing-stable-api-for-apache-airflow/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
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content="/blog/implementing-stable-api-for-apache-airflow/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="blog" />
<meta property="article:published_time" content="2020-07-19T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Implementing Stable API for Apache Airflow">
<meta itemprop="description" content="An Outreachy intern's progress
report on contributing to Apache Airflow REST API."><meta
itemprop="datePublished" content="2020-07-19T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="703"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="REST API," /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/blog/index.html b/blog/index.html
index 6a8cdcc80b..d5d50a0801 100644
--- a/blog/index.html
+++ b/blog/index.html
@@ -492,6 +492,41 @@
<div class="list-item list-item--wide">
+<div class="card">
+ <div class="box-event__blogpost">
+ <div class="box-event__blogpost--metadata">
+ <div class="tags-container">
+
+
+ <a class="tag" href="/blog/tags/release/">Release</a>
+
+
+ </div>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, Sep 19, 2022</span>
+ </div>
+ <p class="box-event__blogpost--header">
+ <a href="/blog/airflow-2.5.0/">
+ Apache Airflow 2.5.0: Tick-Tock
+ </a>
+ </p>
+ <p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.5.0 has been released with many quality of life
changes.</p>
+ <div class="mt-auto">
+ <a href="/blog/airflow-2.5.0/">
+
+
+<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
+
+ </a>
+ </div>
+ </div>
+</div>
+
+ </div>
+
+ <div class="list-item list-item--wide">
+
+
<div class="card">
<div class="box-event__blogpost">
<div class="box-event__blogpost--metadata">
diff --git a/blog/index.xml b/blog/index.xml
index 972b3ea977..d386da0180 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -119,6 +119,43 @@
</description>
</item>
+ <item>
+ <title>Blog: Apache Airflow 2.5.0: Tick-Tock</title>
+ <link>/blog/airflow-2.5.0/</link>
+ <pubDate>Mon, 19 Sep 2022 00:00:00 +0000</pubDate>
+
+ <guid>/blog/airflow-2.5.0/</guid>
+ <description>
+
+
+ <p>Apache Airfow 2.5 has just been released, barely two and a
half months after 2.4!</p>
+<p><strong>Details</strong>:</p>
+<p>๐ฆ PyPI: <a
href="https://pypi.org/project/apache-airflow/2.5.0/">https://pypi.org/project/apache-airflow/2.5.0/</a>
<br>
+๐ Docs: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/">https://airflow.apache.org/docs/apache-airflow/2.5.0/</a>
<br>
+๐ ๏ธ Release Notes: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/release_notes.html">https://airflow.apache.org/docs/apache-airflow/2.5.0/release_notes.html</a>
<br>
+๐ณ Docker Image: docker pull apache/airflow:2.5.0 <br>
+๐ Constraints: <a
href="https://github.com/apache/airflow/tree/constraints-2.5.0">https://github.com/apache/airflow/tree/constraints-2.5.0</a></p>
+<p>This quicker release cadence is a departure from our previous habit
of releasing every five-to-seven months and was a deliberate effort to listen
to you, our users, and get the changes and improvements into your workflows
earlier.</p>
+<h2 id="usability-improvements-to-the-datasets-ui">Usability
improvements to the Datasets UI</h2>
+<p>When we released Dataset aware scheduling in September we knew that
the tools we gave to manage the Datasets were very much a Minimum Viable
Product, and in the last two months the committers and contributors have been
hard at work at making the UI much more usable when it comes to
Datasets.</p>
+<p>But we we aren&rsquo;t done yet - keep an eye out for more
improvements coming over the next couple of releases too.</p>
+<h2 id="greatly-improved-airflow-dags-test-command">Greatly
improved <code>airflow dags test</code> command</h2>
+<p>This airflow subcommand has been rethought and re-optimized to make
it much easier to test your DAGs locally - the major changes are:</p>
+<p>a. Task logs are visible right there in the console, instead of
hidden away inside the task log files
+b. It is about an order of magnitude quicker to run the tasks than before
(i.e. it gets to running the task code so much quicker)
+c. Everything runs in one process, so you can put a breakpoint in your IDE,
and configure it to run <code>airflow dags test
&lt;mydag&gt;</code> then debug code!</p>
+<h2 id="auto-tailing-task-logs-in-the-grid-view">Auto tailing
task logs in the Grid view</h2>
+<p>Hopefully the headline says enough. It&rsquo;s lovely, go check
it out.</p>
+<h2 id="more-improvments-to-dynamic-task-mapping">More
improvments to Dynamic-Task mapping</h2>
+<p>In a similar vein to the improvements to the Dataset (UI), we have
continued to iterate on and improve the feature we first added in Airflow 2.3,
Dynamic Task Mapping, and 2.5 includes <a
href="https://github.com/apache/airflow/pulls?q=is%3Apr+author%3Auranusjr+is%3Aclosed+milestone%3A%22Airflow+2.5.0%22">dozens
of improvements</a>.</p>
+<h2 id="thanks-to-the-contributors">Thanks to the
contributors</h2>
+<p>Andrey Anshin, Ash Berlin-Taylor, blag, Bolke de Bruin, Brent
Bovenzi, Chenglong Yan, Daniel Standish, Dov Benyomin Sohacheski, Elad Kalif,
Ephraim Anierobi, Jarek Potiuk, Jed Cunningham, Jorrick Sleijster, Michael
Petro, Niko, Pierre Jeambrun, Tzu-ping Chung and many more, over 75 of you.
Thank you!</p>
+<p>And a special thank you to Ephraim who tirelessly worked behind the
scenes as release manager!</p>
+<p>A much shorter change log than 2.4, but I think you&rsquo;ll
agree, some great changes.</p>
+
+ </description>
+ </item>
+
<item>
<title>Blog: Airflow Survey 2022</title>
<link>/blog/airflow-survey-2022/</link>
diff --git a/blog/its-a-breeze-to-develop-apache-airflow/index.html
b/blog/its-a-breeze-to-develop-apache-airflow/index.html
index 57f6ead96a..6e65912e8e 100644
--- a/blog/its-a-breeze-to-develop-apache-airflow/index.html
+++ b/blog/its-a-breeze-to-develop-apache-airflow/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url"
content="/blog/its-a-breeze-to-develop-apache-airflow/" /><meta
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property="article:section" content="blog" />
<meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="It's a "Breeze" to develop Apache
Airflow">
<meta itemprop="description" content="A Principal Software Engineer's
journey to developer productivity. Learn how Jarek and his team sped up and
simplified Airflow development for the community."><meta
itemprop="datePublished" content="2019-11-22T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="124"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="Development," /><meta name="twitter:card"
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diff --git a/blog/tags/release/index.html b/blog/tags/release/index.html
index cd9ffb3514..2f671648d1 100644
--- a/blog/tags/release/index.html
+++ b/blog/tags/release/index.html
@@ -501,6 +501,41 @@
<div class="list-item list-item--wide">
+<div class="card">
+ <div class="box-event__blogpost">
+ <div class="box-event__blogpost--metadata">
+ <div class="tags-container">
+
+
+ <a class="tag" href="/blog/tags/release/">Release</a>
+
+
+ </div>
+ <span class="bodytext__medium--brownish-grey
box-event__blogpost--date">Mon, Sep 19, 2022</span>
+ </div>
+ <p class="box-event__blogpost--header">
+ <a href="/blog/airflow-2.5.0/">
+ Apache Airflow 2.5.0: Tick-Tock
+ </a>
+ </p>
+ <p class="box-event__blogpost--author">Ash Berlin-Taylor</p>
+ <p class="box-event__blogpost--description">We're proud to
announce that Apache Airflow 2.5.0 has been released with many quality of life
changes.</p>
+ <div class="mt-auto">
+ <a href="/blog/airflow-2.5.0/">
+
+
+<button class="btn-hollow btn-blue bodytext__medium--cerulean-blue" >Read
more</button>
+
+ </a>
+ </div>
+ </div>
+</div>
+
+ </div>
+
+ <div class="list-item list-item--wide">
+
+
<div class="card">
<div class="box-event__blogpost">
<div class="box-event__blogpost--metadata">
diff --git a/blog/tags/release/index.xml b/blog/tags/release/index.xml
index fdd3b7ac1d..65dcfa7d28 100644
--- a/blog/tags/release/index.xml
+++ b/blog/tags/release/index.xml
@@ -120,6 +120,43 @@
</description>
</item>
+ <item>
+ <title>Blog: Apache Airflow 2.5.0: Tick-Tock</title>
+ <link>/blog/airflow-2.5.0/</link>
+ <pubDate>Mon, 19 Sep 2022 00:00:00 +0000</pubDate>
+
+ <guid>/blog/airflow-2.5.0/</guid>
+ <description>
+
+
+ <p>Apache Airfow 2.5 has just been released, barely two and a
half months after 2.4!</p>
+<p><strong>Details</strong>:</p>
+<p>๐ฆ PyPI: <a
href="https://pypi.org/project/apache-airflow/2.5.0/">https://pypi.org/project/apache-airflow/2.5.0/</a>
<br>
+๐ Docs: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/">https://airflow.apache.org/docs/apache-airflow/2.5.0/</a>
<br>
+๐ ๏ธ Release Notes: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/release_notes.html">https://airflow.apache.org/docs/apache-airflow/2.5.0/release_notes.html</a>
<br>
+๐ณ Docker Image: docker pull apache/airflow:2.5.0 <br>
+๐ Constraints: <a
href="https://github.com/apache/airflow/tree/constraints-2.5.0">https://github.com/apache/airflow/tree/constraints-2.5.0</a></p>
+<p>This quicker release cadence is a departure from our previous habit
of releasing every five-to-seven months and was a deliberate effort to listen
to you, our users, and get the changes and improvements into your workflows
earlier.</p>
+<h2 id="usability-improvements-to-the-datasets-ui">Usability
improvements to the Datasets UI</h2>
+<p>When we released Dataset aware scheduling in September we knew that
the tools we gave to manage the Datasets were very much a Minimum Viable
Product, and in the last two months the committers and contributors have been
hard at work at making the UI much more usable when it comes to
Datasets.</p>
+<p>But we we aren&rsquo;t done yet - keep an eye out for more
improvements coming over the next couple of releases too.</p>
+<h2 id="greatly-improved-airflow-dags-test-command">Greatly
improved <code>airflow dags test</code> command</h2>
+<p>This airflow subcommand has been rethought and re-optimized to make
it much easier to test your DAGs locally - the major changes are:</p>
+<p>a. Task logs are visible right there in the console, instead of
hidden away inside the task log files
+b. It is about an order of magnitude quicker to run the tasks than before
(i.e. it gets to running the task code so much quicker)
+c. Everything runs in one process, so you can put a breakpoint in your IDE,
and configure it to run <code>airflow dags test
&lt;mydag&gt;</code> then debug code!</p>
+<h2 id="auto-tailing-task-logs-in-the-grid-view">Auto tailing
task logs in the Grid view</h2>
+<p>Hopefully the headline says enough. It&rsquo;s lovely, go check
it out.</p>
+<h2 id="more-improvments-to-dynamic-task-mapping">More
improvments to Dynamic-Task mapping</h2>
+<p>In a similar vein to the improvements to the Dataset (UI), we have
continued to iterate on and improve the feature we first added in Airflow 2.3,
Dynamic Task Mapping, and 2.5 includes <a
href="https://github.com/apache/airflow/pulls?q=is%3Apr+author%3Auranusjr+is%3Aclosed+milestone%3A%22Airflow+2.5.0%22">dozens
of improvements</a>.</p>
+<h2 id="thanks-to-the-contributors">Thanks to the
contributors</h2>
+<p>Andrey Anshin, Ash Berlin-Taylor, blag, Bolke de Bruin, Brent
Bovenzi, Chenglong Yan, Daniel Standish, Dov Benyomin Sohacheski, Elad Kalif,
Ephraim Anierobi, Jarek Potiuk, Jed Cunningham, Jorrick Sleijster, Michael
Petro, Niko, Pierre Jeambrun, Tzu-ping Chung and many more, over 75 of you.
Thank you!</p>
+<p>And a special thank you to Ephraim who tirelessly worked behind the
scenes as release manager!</p>
+<p>A much shorter change log than 2.4, but I think you&rsquo;ll
agree, some great changes.</p>
+
+ </description>
+ </item>
+
<item>
<title>Blog: Apache Airflow 2.3.0 is here</title>
<link>/blog/airflow-2.3.0/</link>
diff --git a/index.html b/index.html
index 9363e12e2a..4af1f75813 100644
--- a/index.html
+++ b/index.html
@@ -1201,12 +1201,12 @@
<div id="integrations-container" class="list-items">
- <a class="list-item"
href="/docs/apache-airflow-providers-amazon/stable/operators/sqs.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/operators/cloud/bigtable.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Amazon Simple Queue Service
(SQS)</span>
+ <span class="box-event__integration--name">Google Bigtable</span>
</div>
</div>
@@ -1214,12 +1214,12 @@
- <a class="list-item"
href="/docs/apache-airflow-providers-slack/stable/operators/slack_operator_howto_guide.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-microsoft-azure/stable/index.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Slack</span>
+ <span class="box-event__integration--name">Microsoft Azure Files</span>
</div>
</div>
@@ -1227,12 +1227,12 @@
- <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/operators/cloud/kubernetes_engine.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-amazon/stable/operators/redshift_sql.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Google Kubernetes
Engine</span>
+ <span class="box-event__integration--name">Amazon Redshift</span>
</div>
</div>
@@ -1240,12 +1240,12 @@
- <a class="list-item"
href="/docs/apache-airflow-providers-amazon/stable/index.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/operators/cloud/life_sciences.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Amazon Kinesis Data
Firehose</span>
+ <span class="box-event__integration--name">Google Cloud Life
Sciences</span>
</div>
</div>
@@ -1253,12 +1253,12 @@
- <a class="list-item"
href="/docs/apache-airflow-providers-amazon/stable/operators/ec2.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/index.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Amazon EC2</span>
+ <span class="box-event__integration--name">Google Cloud Key Management
Service (KMS)</span>
</div>
</div>
@@ -1266,12 +1266,12 @@
- <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/operators/cloud/natural_language.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-amazon/stable/index.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Google Cloud Natural
Language</span>
+ <span class="box-event__integration--name">Amazon DynamoDB</span>
</div>
</div>
@@ -1279,12 +1279,12 @@
- <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/operators/cloud/vertex_ai.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-apache-drill/stable/operators.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Google Vertex AI</span>
+ <span class="box-event__integration--name">Apache Drill</span>
</div>
</div>
@@ -1292,12 +1292,12 @@
- <a class="list-item"
href="/docs/apache-airflow-providers-cncf-kubernetes/stable/index.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-amazon/stable/operators/batch.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Spark on Kubernetes</span>
+ <span class="box-event__integration--name">AWS Batch</span>
</div>
</div>
diff --git a/index.xml b/index.xml
index d30f9d0e5b..c8289e44d7 100644
--- a/index.xml
+++ b/index.xml
@@ -118,6 +118,43 @@
</description>
</item>
+ <item>
+ <title>Blog: Apache Airflow 2.5.0: Tick-Tock</title>
+ <link>/blog/airflow-2.5.0/</link>
+ <pubDate>Mon, 19 Sep 2022 00:00:00 +0000</pubDate>
+
+ <guid>/blog/airflow-2.5.0/</guid>
+ <description>
+
+
+ <p>Apache Airfow 2.5 has just been released, barely two and a
half months after 2.4!</p>
+<p><strong>Details</strong>:</p>
+<p>๐ฆ PyPI: <a
href="https://pypi.org/project/apache-airflow/2.5.0/">https://pypi.org/project/apache-airflow/2.5.0/</a>
<br>
+๐ Docs: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/">https://airflow.apache.org/docs/apache-airflow/2.5.0/</a>
<br>
+๐ ๏ธ Release Notes: <a
href="https://airflow.apache.org/docs/apache-airflow/2.5.0/release_notes.html">https://airflow.apache.org/docs/apache-airflow/2.5.0/release_notes.html</a>
<br>
+๐ณ Docker Image: docker pull apache/airflow:2.5.0 <br>
+๐ Constraints: <a
href="https://github.com/apache/airflow/tree/constraints-2.5.0">https://github.com/apache/airflow/tree/constraints-2.5.0</a></p>
+<p>This quicker release cadence is a departure from our previous habit
of releasing every five-to-seven months and was a deliberate effort to listen
to you, our users, and get the changes and improvements into your workflows
earlier.</p>
+<h2 id="usability-improvements-to-the-datasets-ui">Usability
improvements to the Datasets UI</h2>
+<p>When we released Dataset aware scheduling in September we knew that
the tools we gave to manage the Datasets were very much a Minimum Viable
Product, and in the last two months the committers and contributors have been
hard at work at making the UI much more usable when it comes to
Datasets.</p>
+<p>But we we aren&rsquo;t done yet - keep an eye out for more
improvements coming over the next couple of releases too.</p>
+<h2 id="greatly-improved-airflow-dags-test-command">Greatly
improved <code>airflow dags test</code> command</h2>
+<p>This airflow subcommand has been rethought and re-optimized to make
it much easier to test your DAGs locally - the major changes are:</p>
+<p>a. Task logs are visible right there in the console, instead of
hidden away inside the task log files
+b. It is about an order of magnitude quicker to run the tasks than before
(i.e. it gets to running the task code so much quicker)
+c. Everything runs in one process, so you can put a breakpoint in your IDE,
and configure it to run <code>airflow dags test
&lt;mydag&gt;</code> then debug code!</p>
+<h2 id="auto-tailing-task-logs-in-the-grid-view">Auto tailing
task logs in the Grid view</h2>
+<p>Hopefully the headline says enough. It&rsquo;s lovely, go check
it out.</p>
+<h2 id="more-improvments-to-dynamic-task-mapping">More
improvments to Dynamic-Task mapping</h2>
+<p>In a similar vein to the improvements to the Dataset (UI), we have
continued to iterate on and improve the feature we first added in Airflow 2.3,
Dynamic Task Mapping, and 2.5 includes <a
href="https://github.com/apache/airflow/pulls?q=is%3Apr+author%3Auranusjr+is%3Aclosed+milestone%3A%22Airflow+2.5.0%22">dozens
of improvements</a>.</p>
+<h2 id="thanks-to-the-contributors">Thanks to the
contributors</h2>
+<p>Andrey Anshin, Ash Berlin-Taylor, blag, Bolke de Bruin, Brent
Bovenzi, Chenglong Yan, Daniel Standish, Dov Benyomin Sohacheski, Elad Kalif,
Ephraim Anierobi, Jarek Potiuk, Jed Cunningham, Jorrick Sleijster, Michael
Petro, Niko, Pierre Jeambrun, Tzu-ping Chung and many more, over 75 of you.
Thank you!</p>
+<p>And a special thank you to Ephraim who tirelessly worked behind the
scenes as release manager!</p>
+<p>A much shorter change log than 2.4, but I think you&rsquo;ll
agree, some great changes.</p>
+
+ </description>
+ </item>
+
<item>
<title>Blog: Airflow Survey 2022</title>
<link>/blog/airflow-survey-2022/</link>
diff --git a/search/index.html b/search/index.html
index 626570b922..60523cf1e6 100644
--- a/search/index.html
+++ b/search/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/search/" /><meta property="og:image"
content="/images/feature-image.png"/><meta property="article:section"
content="" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Search Results">
<meta itemprop="description" content="">
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="0"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/sitemap.xml b/sitemap.xml
index a1f68c0dad..bcc6396f5b 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -3,152 +3,155 @@
xmlns:xhtml="http://www.w3.org/1999/xhtml";>
<url>
<loc>/docs/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.4.0/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
+ </url><url>
+ <loc>/blog/airflow-2.5.0/</loc>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/tags/release/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/tags/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2022/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/tags/community/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/tags/users/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2022/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.3.0/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/announcements/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/tags/development/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/blog/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/categories/</loc>
</url><url>
<loc>/community/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/dish/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/ecosystem/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/experity/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/meetups/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/onefootball/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/privacy-notice/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/roadmap/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/search/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/seniorlink/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/sift/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url><url>
<loc>/use-cases/</loc>
- <lastmod>2022-12-02T18:27:14+01:00</lastmod>
+ <lastmod>2022-12-02T20:42:15+00:00</lastmod>
</url>
</urlset>
diff --git a/use-cases/adobe/index.html b/use-cases/adobe/index.html
index b4f14d7cda..70da749b2a 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/adobe/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<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 a [...]
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="251"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/use-cases/adyen/index.html b/use-cases/adyen/index.html
index e95e815f61..65046b33f5 100644
--- a/use-cases/adyen/index.html
+++ b/use-cases/adyen/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/adyen/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<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 make [...]
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="405"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/use-cases/big-fish-games/index.html
b/use-cases/big-fish-games/index.html
index a36e750cad..008c0c1697 100644
--- a/use-cases/big-fish-games/index.html
+++ b/use-cases/big-fish-games/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/big-fish-games/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<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 Data [...]
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="336"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index 060d1a0934..f5e6d7fc82 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/dish/" /><meta property="og:image"
content="/images/feature-image.png"/><meta property="article:section"
content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<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, wher [...]
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="248"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/use-cases/experity/index.html b/use-cases/experity/index.html
index cae8c452d1..cfe508e88a 100644
--- a/use-cases/experity/index.html
+++ b/use-cases/experity/index.html
@@ -35,12 +35,12 @@ How did Apache Airflow help to solve this problem?
Ultimately we decided flexibl
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/experity/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<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.">
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="191"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/use-cases/onefootball/index.html b/use-cases/onefootball/index.html
index 4273753faf..cf9076575a 100644
--- a/use-cases/onefootball/index.html
+++ b/use-cases/onefootball/index.html
@@ -35,12 +35,12 @@ On top of that, new data tools appear each month: third
party data sources, clou
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/onefootball/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<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="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="294"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/use-cases/plarium-krasnodar/index.html
b/use-cases/plarium-krasnodar/index.html
index 6bf2563ef1..3b66196ad7 100644
--- a/use-cases/plarium-krasnodar/index.html
+++ b/use-cases/plarium-krasnodar/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/plarium-krasnodar/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<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 w [...]
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="257"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/use-cases/seniorlink/index.html b/use-cases/seniorlink/index.html
index a58c52ebd4..e555149cf1 100644
--- a/use-cases/seniorlink/index.html
+++ b/use-cases/seniorlink/index.html
@@ -35,12 +35,12 @@ We had built a robust stack of batch processes to deliver
value to the business,
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/seniorlink/" /><meta
property="og:image" content="/images/feature-image.png"/><meta
property="article:section" content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<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.">
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="400"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
diff --git a/use-cases/sift/index.html b/use-cases/sift/index.html
index 5c3222df53..aea69ca318 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -34,11 +34,11 @@
<meta property="og:type" content="article" />
<meta property="og:url" content="/use-cases/sift/" /><meta property="og:image"
content="/images/feature-image.png"/><meta property="article:section"
content="use-cases" />
-<meta property="article:modified_time" content="2022-12-02T18:27:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-12-02T20:42:15+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Sift">
<meta itemprop="description" content="What was the problem? At Sift, weโre
constantly training machine learning models that feed into the core of Siftโs
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 usersโ accounts secure. To make this
possible, weโve built model traini [...]
-<meta itemprop="dateModified" content="2022-12-02T18:27:14+01:00" />
+<meta itemprop="dateModified" content="2022-12-02T20:42:15+00:00" />
<meta itemprop="wordCount" content="641"><meta itemprop="image"
content="/images/feature-image.png"/>
<meta itemprop="keywords" content="" /><meta name="twitter:card"
content="summary_large_image"/>
<meta name="twitter:image" content="/images/feature-image.png"/>
