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     new 91fff11  Deploying to gh-pages from  @ 
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commit 91fff111fb58e8a322f4cbb90d8196db5b20d945
Author: potiuk <[email protected]>
AuthorDate: Wed Oct 27 18:33:17 2021 +0000

    Deploying to gh-pages from  @ 29621d582a605c48e8b8238fd35fd298e599e5fd 🚀
---
 _gen/indexes/en/blog-index.json                    |  2 +-
 _gen/indexes/en/blog-posts.json                    |  2 +-
 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                      | 12 +--
 blog/airflow-survey-2020/index.html                |  4 +-
 blog/airflow-survey/index.html                     |  4 +-
 blog/airflow-two-point-oh-is-here/index.html       |  4 +-
 blog/airflow_summit_2021/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.xml                                     |  8 +-
 .../index.html                                     |  4 +-
 blog/tags/release/index.xml                        |  8 +-
 index.html                                         | 32 ++++----
 index.xml                                          |  8 +-
 search/index.html                                  |  4 +-
 sitemap.xml                                        | 92 +++++++++++-----------
 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 +-
 33 files changed, 136 insertions(+), 128 deletions(-)

diff --git a/_gen/indexes/en/blog-index.json b/_gen/indexes/en/blog-index.json
index a0e142b..a53bf3f 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",[0,1.506,1,0.936,2,0.08,3,0.359,4,0.475]],["description/It's a 
\"Breeze\" to develop Apache 
Airflow",[2,0.086,4,0.33,5,1.587,6,0.757,7,1.587,8,0.885,9,0.885,10,0.65,11,0.885,12,0.65,13,1.587,14,0.559,15,1.587,16,0.056]],["author/It's
 a \"Breeze\" to develop Apache Airflow",[11,1.369,17,1.618]],["content/It's a 
\"Breeze\" to develop Apach [...]
\ 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",[0,1.506,1,0.936,2,0.08,3,0.359,4,0.475]],["description/It's a 
\"Breeze\" to develop Apache 
Airflow",[2,0.086,4,0.33,5,1.587,6,0.757,7,1.587,8,0.885,9,0.885,10,0.65,11,0.885,12,0.65,13,1.587,14,0.559,15,1.587,16,0.056]],["author/It's
 a \"Breeze\" to develop Apache Airflow",[11,1.369,17,1.618]],["content/It's a 
\"Breeze\" to develop Apach [...]
\ No newline at end of file
diff --git a/_gen/indexes/en/blog-posts.json b/_gen/indexes/en/blog-posts.json
index 81bc6d9..ab2b308 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 “homegrown” 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 “homegrown” development environment it took us literally days to set 
it up and learn some basics. [...]
\ No newline at end of file
diff --git a/blog/airflow-1.10.10/index.html b/blog/airflow-1.10.10/index.html
index b956bfe..85099b7 100644
--- a/blog/airflow-1.10.10/index.html
+++ b/blog/airflow-1.10.10/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-04-09T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="1143">
 
 
diff --git a/blog/airflow-1.10.12/index.html b/blog/airflow-1.10.12/index.html
index f8d8576..ba1107d 100644
--- a/blog/airflow-1.10.12/index.html
+++ b/blog/airflow-1.10.12/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-08-25T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="911">
 
 
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 e56e5d0..d1ebb2a 100644
--- a/blog/airflow-1.10.8-1.10.9/index.html
+++ b/blog/airflow-1.10.8-1.10.9/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-02-23T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Apache Airflow 1.10.8 &amp; 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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="437">
 
 
diff --git a/blog/airflow-2.2.0/index.html b/blog/airflow-2.2.0/index.html
index 128016a..7656669 100644
--- a/blog/airflow-2.2.0/index.html
+++ b/blog/airflow-2.2.0/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2021-10-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="What&#39;s new in Apache Airflow 2.2.0">
 <meta itemprop="description" content="We&#39;re proud to announce that Apache 
Airflow 2.2.0 has been released.">
 
 
 <meta itemprop="datePublished" content="2021-10-11T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="658">
 
 
@@ -495,9 +495,11 @@ if (!doNotTrack) {
 
 <p><code>execution_date</code> has long been confusing to new Airflowers, so 
as part of this change a new concept has been added to Airflow to replace it 
named <code>data_interval</code>, which is the period of data that a task 
should operate on. The following are now available:</p>
 
-<p><code>logical_date</code> (aka <code>execution_date</code>)
-<code>data_interval_start</code> (same value as <code>execution_date</code> 
for cron)
-<code>data_interval_end</code> (aka <code>next_execution_date</code>)</p>
+<ul>
+<li><code>logical_date</code> (aka <code>execution_date</code>)</li>
+<li><code>data_interval_start</code> (same value as 
<code>execution_date</code> for cron)</li>
+<li><code>data_interval_end</code> (aka <code>next_execution_date</code>)</li>
+</ul>
 
 <p>If you write your own timetables, keep in mind they should be idempotent 
and fast as they are used in the scheduler to create DagRuns.</p>
 
diff --git a/blog/airflow-survey-2020/index.html 
b/blog/airflow-survey-2020/index.html
index 4327016..ed460db 100644
--- a/blog/airflow-survey-2020/index.html
+++ b/blog/airflow-survey-2020/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2021-03-09T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="2106">
 
 
diff --git a/blog/airflow-survey/index.html b/blog/airflow-survey/index.html
index a05c5ea..a9adf56 100644
--- a/blog/airflow-survey/index.html
+++ b/blog/airflow-survey/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-12-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Airflow Survey 2019">
 <meta itemprop="description" content="Receiving and adjusting to our users’ 
feedback is a must. Let’s see who Airflow users are, how they play with it, and 
what they miss.">
 
 
 <meta itemprop="datePublished" content="2019-12-11T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="1775">
 
 
diff --git a/blog/airflow-two-point-oh-is-here/index.html 
b/blog/airflow-two-point-oh-is-here/index.html
index d9bb609..8de0079 100644
--- a/blog/airflow-two-point-oh-is-here/index.html
+++ b/blog/airflow-two-point-oh-is-here/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-12-17T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Apache Airflow 2.0 is here!">
 <meta itemprop="description" content="We&#39;re proud to announce that Apache 
Airflow 2.0.0 has been released.">
 
 
 <meta itemprop="datePublished" content="2020-12-17T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="1166">
 
 
diff --git a/blog/airflow_summit_2021/index.html 
b/blog/airflow_summit_2021/index.html
index 0b604d7..12f7e6a 100644
--- a/blog/airflow_summit_2021/index.html
+++ b/blog/airflow_summit_2021/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2021-03-21T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="77">
 
 
diff --git a/blog/announcing-new-website/index.html 
b/blog/announcing-new-website/index.html
index 3c6f050..852207e 100644
--- a/blog/announcing-new-website/index.html
+++ b/blog/announcing-new-website/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-12-11T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="282">
 
 
diff --git a/blog/apache-airflow-for-newcomers/index.html 
b/blog/apache-airflow-for-newcomers/index.html
index ea75b87..f8c75ad 100644
--- a/blog/apache-airflow-for-newcomers/index.html
+++ b/blog/apache-airflow-for-newcomers/index.html
@@ -37,14 +37,14 @@ Authoring Workflow in Apache Airflow. Airflow makes it easy 
to author workflows
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-08-17T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="1070">
 
 
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 91b8b91..95e58a7 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
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="ApacheCon Europe 2019 — 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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="138">
 
 
diff --git a/blog/documenting-using-local-development-environments/index.html 
b/blog/documenting-using-local-development-environments/index.html
index 84c4afb..a6027a4 100644
--- a/blog/documenting-using-local-development-environments/index.html
+++ b/blog/documenting-using-local-development-environments/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="256">
 
 
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 02dc027..cfeac9e 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
@@ -37,14 +37,14 @@ About Me I have been writing tech articles on medium as 
well as my blog for the
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-12-20T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="1521">
 
 
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 3bfc34f..00da444 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
+++ b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
@@ -37,14 +37,14 @@ Contribution Period The first thing I had to do was choose 
a project under an or
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-08-30T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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 “Extending the REST 
API of Apache Airflow”, 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&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="532">
 
 
diff --git a/blog/implementing-stable-api-for-apache-airflow/index.html 
b/blog/implementing-stable-api-for-apache-airflow/index.html
index 754ab80..505a362 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
+++ b/blog/implementing-stable-api-for-apache-airflow/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2020-07-19T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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&#39;s progress 
report on contributing to Apache Airflow REST API.">
 
 
 <meta itemprop="datePublished" content="2020-07-19T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="703">
 
 
diff --git a/blog/index.xml b/blog/index.xml
index dcec2fd..c69eaea 100644
--- a/blog/index.xml
+++ b/blog/index.xml
@@ -44,9 +44,11 @@
 
 &lt;p&gt;&lt;code&gt;execution_date&lt;/code&gt; has long been confusing to 
new Airflowers, so as part of this change a new concept has been added to 
Airflow to replace it named &lt;code&gt;data_interval&lt;/code&gt;, which is 
the period of data that a task should operate on. The following are now 
available:&lt;/p&gt;
 
-&lt;p&gt;&lt;code&gt;logical_date&lt;/code&gt; (aka 
&lt;code&gt;execution_date&lt;/code&gt;)
-&lt;code&gt;data_interval_start&lt;/code&gt; (same value as 
&lt;code&gt;execution_date&lt;/code&gt; for cron)
-&lt;code&gt;data_interval_end&lt;/code&gt; (aka 
&lt;code&gt;next_execution_date&lt;/code&gt;)&lt;/p&gt;
+&lt;ul&gt;
+&lt;li&gt;&lt;code&gt;logical_date&lt;/code&gt; (aka 
&lt;code&gt;execution_date&lt;/code&gt;)&lt;/li&gt;
+&lt;li&gt;&lt;code&gt;data_interval_start&lt;/code&gt; (same value as 
&lt;code&gt;execution_date&lt;/code&gt; for cron)&lt;/li&gt;
+&lt;li&gt;&lt;code&gt;data_interval_end&lt;/code&gt; (aka 
&lt;code&gt;next_execution_date&lt;/code&gt;)&lt;/li&gt;
+&lt;/ul&gt;
 
 &lt;p&gt;If you write your own timetables, keep in mind they should be 
idempotent and fast as they are used in the scheduler to create 
DagRuns.&lt;/p&gt;
 
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 e3bb930..03d9f18 100644
--- a/blog/its-a-breeze-to-develop-apache-airflow/index.html
+++ b/blog/its-a-breeze-to-develop-apache-airflow/index.html
@@ -36,13 +36,13 @@
 
 <meta property="og:image" content="/images/feature-image.png" />
 <meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="It&#39;s a &#34;Breeze&#34; to develop Apache 
Airflow">
 <meta itemprop="description" content="A Principal Software Engineer&#39;s 
journey to developer productivity. Learn how Jarek and his team speeded up and 
simplified Airflow development for the community.">
 
 
 <meta itemprop="datePublished" content="2019-11-22T00:00:00&#43;00:00" />
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="124">
 
 
diff --git a/blog/tags/release/index.xml b/blog/tags/release/index.xml
index 9340149..1e75803 100644
--- a/blog/tags/release/index.xml
+++ b/blog/tags/release/index.xml
@@ -45,9 +45,11 @@
 
 &lt;p&gt;&lt;code&gt;execution_date&lt;/code&gt; has long been confusing to 
new Airflowers, so as part of this change a new concept has been added to 
Airflow to replace it named &lt;code&gt;data_interval&lt;/code&gt;, which is 
the period of data that a task should operate on. The following are now 
available:&lt;/p&gt;
 
-&lt;p&gt;&lt;code&gt;logical_date&lt;/code&gt; (aka 
&lt;code&gt;execution_date&lt;/code&gt;)
-&lt;code&gt;data_interval_start&lt;/code&gt; (same value as 
&lt;code&gt;execution_date&lt;/code&gt; for cron)
-&lt;code&gt;data_interval_end&lt;/code&gt; (aka 
&lt;code&gt;next_execution_date&lt;/code&gt;)&lt;/p&gt;
+&lt;ul&gt;
+&lt;li&gt;&lt;code&gt;logical_date&lt;/code&gt; (aka 
&lt;code&gt;execution_date&lt;/code&gt;)&lt;/li&gt;
+&lt;li&gt;&lt;code&gt;data_interval_start&lt;/code&gt; (same value as 
&lt;code&gt;execution_date&lt;/code&gt; for cron)&lt;/li&gt;
+&lt;li&gt;&lt;code&gt;data_interval_end&lt;/code&gt; (aka 
&lt;code&gt;next_execution_date&lt;/code&gt;)&lt;/li&gt;
+&lt;/ul&gt;
 
 &lt;p&gt;If you write your own timetables, keep in mind they should be 
idempotent and fast as they are used in the scheduler to create 
DagRuns.&lt;/p&gt;
 
diff --git a/index.html b/index.html
index b4c6ca3..db3f777 100644
--- a/index.html
+++ b/index.html
@@ -1226,12 +1226,12 @@ if (!doNotTrack) {
             <div id="integrations-container" class="list-items">
                 
                 
-                <a class="list-item" 
href="/docs/apache-airflow-providers-google/stable/operators/cloud/datafusion.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 Data Fusion</span>
+        <span class="box-event__integration--name">Amazon CloudFormation</span>
     </div>
 </div>
 
@@ -1239,12 +1239,12 @@ if (!doNotTrack) {
                 
                 
                 
-                <a class="list-item" 
href="/docs/apache-airflow-providers-exasol/stable/index.html">
+                <a class="list-item" 
href="/docs/apache-airflow-providers-google/stable/operators/cloud/cloud_storage_transfer_service.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Exasol</span>
+        <span class="box-event__integration--name">Google Cloud Storage 
Transfer Service</span>
     </div>
 </div>
 
@@ -1252,12 +1252,12 @@ if (!doNotTrack) {
                 
                 
                 
-                <a class="list-item" 
href="/docs/apache-airflow-providers-docker/stable/index.html">
+                <a class="list-item" 
href="/docs/apache-airflow-providers-yandex/stable/operators.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Docker</span>
+        <span class="box-event__integration--name">Yandex.Cloud Dataproc</span>
     </div>
 </div>
 
@@ -1265,12 +1265,12 @@ if (!doNotTrack) {
                 
                 
                 
-                <a class="list-item" 
href="/docs/apache-airflow-providers-google/stable/operators/cloud/bigtable.html">
+                <a class="list-item" 
href="/docs/apache-airflow-providers-google/stable/operators/suite/sheets.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Google Bigtable</span>
+        <span class="box-event__integration--name">Google Spreadsheet</span>
     </div>
 </div>
 
@@ -1278,12 +1278,12 @@ if (!doNotTrack) {
                 
                 
                 
-                <a class="list-item" 
href="/docs/apache-airflow-providers-amazon/stable/index.html">
+                <a class="list-item" 
href="/docs/apache-airflow-providers-apache-pinot/stable/index.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Amazon Simple Storage 
Service (S3)</span>
+        <span class="box-event__integration--name">Apache Pinot</span>
     </div>
 </div>
 
@@ -1291,12 +1291,12 @@ if (!doNotTrack) {
                 
                 
                 
-                <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/spanner.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 Spanner</span>
     </div>
 </div>
 
@@ -1304,12 +1304,12 @@ if (!doNotTrack) {
                 
                 
                 
-                <a class="list-item" 
href="/docs/apache-airflow-providers-google/stable/operators/marketing_platform/search_ads.html">
+                <a class="list-item" 
href="/docs/apache-airflow-providers-google/stable/operators/cloud/bigquery_dts.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Google Search Ads 360</span>
+        <span class="box-event__integration--name">Google BigQuery Data 
Transfer Service</span>
     </div>
 </div>
 
@@ -1317,12 +1317,12 @@ if (!doNotTrack) {
                 
                 
                 
-                <a class="list-item" 
href="/docs/apache-airflow-providers-amazon/stable/operators/ecs.html">
+                <a class="list-item" 
href="/docs/apache-airflow-providers-google/stable/operators/cloud/speech_to_text.html">
                     
 
 <div class="card">
     <div class="box-event box-event__integration">
-        <span class="box-event__integration--name">Amazon Simple Email Service 
(SES)</span>
+        <span class="box-event__integration--name">Google Cloud 
Speech-to-Text</span>
     </div>
 </div>
 
diff --git a/index.xml b/index.xml
index 9ebefbc..977223b 100644
--- a/index.xml
+++ b/index.xml
@@ -43,9 +43,11 @@
 
 &lt;p&gt;&lt;code&gt;execution_date&lt;/code&gt; has long been confusing to 
new Airflowers, so as part of this change a new concept has been added to 
Airflow to replace it named &lt;code&gt;data_interval&lt;/code&gt;, which is 
the period of data that a task should operate on. The following are now 
available:&lt;/p&gt;
 
-&lt;p&gt;&lt;code&gt;logical_date&lt;/code&gt; (aka 
&lt;code&gt;execution_date&lt;/code&gt;)
-&lt;code&gt;data_interval_start&lt;/code&gt; (same value as 
&lt;code&gt;execution_date&lt;/code&gt; for cron)
-&lt;code&gt;data_interval_end&lt;/code&gt; (aka 
&lt;code&gt;next_execution_date&lt;/code&gt;)&lt;/p&gt;
+&lt;ul&gt;
+&lt;li&gt;&lt;code&gt;logical_date&lt;/code&gt; (aka 
&lt;code&gt;execution_date&lt;/code&gt;)&lt;/li&gt;
+&lt;li&gt;&lt;code&gt;data_interval_start&lt;/code&gt; (same value as 
&lt;code&gt;execution_date&lt;/code&gt; for cron)&lt;/li&gt;
+&lt;li&gt;&lt;code&gt;data_interval_end&lt;/code&gt; (aka 
&lt;code&gt;next_execution_date&lt;/code&gt;)&lt;/li&gt;
+&lt;/ul&gt;
 
 &lt;p&gt;If you write your own timetables, keep in mind they should be 
idempotent and fast as they are used in the scheduler to create 
DagRuns.&lt;/p&gt;
 
diff --git a/search/index.html b/search/index.html
index 83f6eaa..0d1b417 100644
--- a/search/index.html
+++ b/search/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/search/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Search Results">
 <meta itemprop="description" content="">
 
 
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="0">
 
 
diff --git a/sitemap.xml b/sitemap.xml
index e45f19f..9e8d35a 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -4,157 +4,157 @@
   
   <url>
     <loc>/docs/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/release/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/tags/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-2.2.0/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/airflow-summit/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow_summit_2021/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/community/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-survey-2020/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/survey/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/users/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-two-point-oh-is-here/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-1.10.12/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/apache-airflow-for-newcomers/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/announcements/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/rest-api/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-1.10.10/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-1.10.8-1.10.9/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/documentation/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/airflow-survey/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/announcing-new-website/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/tags/development/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/documenting-using-local-development-environments/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/adobe/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/adyen/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/big-fish-games/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/blog/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
@@ -163,77 +163,77 @@
   
   <url>
     <loc>/community/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/dish/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/ecosystem/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/experity/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/install/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/meetups/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/onefootball/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/plarium-krasnodar/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/privacy-notice/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/roadmap/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/search/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/seniorlink/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/sift/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
   <url>
     <loc>/use-cases/</loc>
-    <lastmod>2021-10-11T14:50:48-06:00</lastmod>
+    <lastmod>2021-10-27T12:25:35-06:00</lastmod>
   </url>
   
 </urlset>
\ No newline at end of file
diff --git a/use-cases/adobe/index.html b/use-cases/adobe/index.html
index 52e1f7f..5457c9d 100644
--- a/use-cases/adobe/index.html
+++ b/use-cases/adobe/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/adobe/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="251">
 
 
diff --git a/use-cases/adyen/index.html b/use-cases/adyen/index.html
index b2156e2..fb913ae 100644
--- a/use-cases/adyen/index.html
+++ b/use-cases/adyen/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/adyen/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="405">
 
 
diff --git a/use-cases/big-fish-games/index.html 
b/use-cases/big-fish-games/index.html
index d7af3c0..1a82515 100644
--- a/use-cases/big-fish-games/index.html
+++ b/use-cases/big-fish-games/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/big-fish-games/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="336">
 
 
diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index 10263a0..18d4e58 100644
--- a/use-cases/dish/index.html
+++ b/use-cases/dish/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/dish/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="249">
 
 
diff --git a/use-cases/experity/index.html b/use-cases/experity/index.html
index f93c2fe..aa1abc9 100644
--- a/use-cases/experity/index.html
+++ b/use-cases/experity/index.html
@@ -36,13 +36,13 @@ How did Apache Airflow help to solve this problem? 
Ultimately we decided flexibl
 <meta property="og:url" content="/use-cases/experity/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="191">
 
 
diff --git a/use-cases/onefootball/index.html b/use-cases/onefootball/index.html
index 5ab49cc..aaed84a 100644
--- a/use-cases/onefootball/index.html
+++ b/use-cases/onefootball/index.html
@@ -36,13 +36,13 @@ On top of that, new data tools appear each month: third 
party data sources, clou
 <meta property="og:url" content="/use-cases/onefootball/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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 
(&ldquo;only one person can solve this issue&rdquo;). 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&hellip; 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="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="294">
 
 
diff --git a/use-cases/plarium-krasnodar/index.html 
b/use-cases/plarium-krasnodar/index.html
index 4276f1a..e2b2018 100644
--- a/use-cases/plarium-krasnodar/index.html
+++ b/use-cases/plarium-krasnodar/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/plarium-krasnodar/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Plarium Krasnodar">
 <meta itemprop="description" content="What was the problem? Our Research &amp; 
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&rsquo;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="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="257">
 
 
diff --git a/use-cases/seniorlink/index.html b/use-cases/seniorlink/index.html
index 82a6f04..977d458 100644
--- a/use-cases/seniorlink/index.html
+++ b/use-cases/seniorlink/index.html
@@ -36,13 +36,13 @@ We had built a robust stack of batch processes to deliver 
value to the business,
 <meta property="og:url" content="/use-cases/seniorlink/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><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="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="400">
 
 
diff --git a/use-cases/sift/index.html b/use-cases/sift/index.html
index 7923f21..d567ce3 100644
--- a/use-cases/sift/index.html
+++ b/use-cases/sift/index.html
@@ -35,12 +35,12 @@
 <meta property="og:url" content="/use-cases/sift/" />
 
 <meta property="og:image" content="/images/feature-image.png" />
-<meta property="article:modified_time" content="2021-10-11T14:50:48-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2021-10-27T12:25:35-06:00" 
/><meta property="og:site_name" content="Apache Airflow" />
 <meta itemprop="name" content="Sift">
 <meta itemprop="description" content="What was the problem? At Sift, we’re 
constantly training machine learning models that feed into the core of Sift’s 
Digital Trust &amp; Safety platform. The platform gives our customers a way to 
discern suspicious online behavior from trustworthy behavior, allowing our 
customers to protect their online transactions, maintain the integrity of their 
content platforms, and keep their users’ accounts secure. To make this 
possible, we’ve built model traini [...]
 
 
-<meta itemprop="dateModified" content="2021-10-11T14:50:48-06:00" />
+<meta itemprop="dateModified" content="2021-10-27T12:25:35-06:00" />
 <meta itemprop="wordCount" content="641">
 
 

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