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new c6989b3 Deploying to gh-pages from @
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commit c6989b3620581e975884fd51a4c0159ae738d671
Author: potiuk <[email protected]>
AuthorDate: Sat Mar 5 16:31:52 2022 +0000
Deploying to gh-pages from @ ad27773723c405b280a2c2510bc02f06dbd4e02a 🚀
---
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 | 4 +-
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 +-
.../index.html | 4 +-
.../2.2.4/_sources/howto/set-up-database.rst.txt | 39 +--------
.../2.2.4/cli-and-env-variables-ref.html | 16 ++--
docs/apache-airflow/2.2.4/howto/index.html | 1 -
.../2.2.4/howto/set-up-database.html | 33 +-------
.../_static/redoc.js | 8 --
docs/apache-airflow/2.2.4/searchindex.js | 2 +-
.../stable/_sources/howto/set-up-database.rst.txt | 39 +--------
.../stable/cli-and-env-variables-ref.html | 16 ++--
docs/apache-airflow/stable/howto/index.html | 1 -
.../stable/howto/set-up-database.html | 33 +-------
.../_static/redoc.js | 8 --
docs/apache-airflow/stable/searchindex.js | 2 +-
index.html | 32 ++++----
search/index.html | 4 +-
sitemap.xml | 92 +++++++++++-----------
use-cases/adobe/index.html | 4 +-
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use-cases/plarium-krasnodar/index.html | 4 +-
use-cases/seniorlink/index.html | 4 +-
use-cases/sift/index.html | 4 +-
40 files changed, 136 insertions(+), 290 deletions(-)
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index e174684..5abc55c 100644
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<meta itemprop="name" content="Apache Airflow 1.10.8 & 1.10.9">
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index 709abdb..a50d0a7 100644
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<meta itemprop="name" content="What's new in Apache Airflow 2.2.0">
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b/blog/airflow-survey-2020/index.html
index 0835efe..9f09ed4 100644
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<meta property="og:image" content="/images/feature-image.png" />
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<meta itemprop="name" content="Airflow Survey 2020">
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<meta itemprop="datePublished" content="2021-03-09T00:00:00+00:00" />
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b/blog/airflow_summit_2021/index.html
index 40a464d..2e4d17d 100644
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/><meta property="og:site_name" content="Apache Airflow" />
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<meta itemprop="name" content="Airflow Summit 2021">
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diff --git a/blog/announcing-new-website/index.html
b/blog/announcing-new-website/index.html
index 582d9e0..bc3c93a 100644
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<meta property="og:image" content="/images/feature-image.png" />
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-<meta property="article:modified_time" content="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
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<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" />
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diff --git a/blog/apache-airflow-for-newcomers/index.html
b/blog/apache-airflow-for-newcomers/index.html
index 35bf79d..d223aa5 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" />
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/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
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<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
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<meta itemprop="datePublished" content="2020-08-17T00:00:00+00:00" />
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<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 47cb666..19d0b30 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
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<meta property="article:published_time" content="2019-11-22T00:00:00+00:00" />
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/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="ApacheCon Europe 2019 — Thoughts and Insights
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<meta itemprop="description" content="Here come some thoughts by Airflow
committers and contributors from the ApacheCon Europe 2019. Get to know the ASF
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<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00" />
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<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 0a3f7c5..6188ca6 100644
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<meta property="og:image" content="/images/feature-image.png" />
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-<meta property="article:modified_time" content="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><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="2022-03-03T12:48:09+00:00" />
+<meta itemprop="dateModified" content="2022-03-05T17:23:14+01:00" />
<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 82893b1..b1afc05 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="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><meta property="og:site_name" content="Apache Airflow" />
<meta itemprop="name" content="Experience in Google Season of Docs 2019 with
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<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" />
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b/blog/experience-with-airflow-as-an-outreachy-intern/index.html
index 4ffd1e0..5a844a0 100644
--- a/blog/experience-with-airflow-as-an-outreachy-intern/index.html
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@@ -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" />
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/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
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<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+00:00" />
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b/blog/implementing-stable-api-for-apache-airflow/index.html
index 777705c..a4d5d1e 100644
--- a/blog/implementing-stable-api-for-apache-airflow/index.html
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@@ -36,13 +36,13 @@
<meta property="og:image" content="/images/feature-image.png" />
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-<meta property="article:modified_time" content="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
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<meta itemprop="name" content="Implementing Stable API for Apache Airflow">
<meta itemprop="description" content="An Outreachy intern's progress
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<meta itemprop="datePublished" content="2020-07-19T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-03-03T12:48:09+00:00" />
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b/blog/its-a-breeze-to-develop-apache-airflow/index.html
index f39d871..0f08709 100644
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<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 speeded up and
simplified Airflow development for the community.">
<meta itemprop="datePublished" content="2019-11-22T00:00:00+00:00" />
-<meta itemprop="dateModified" content="2022-03-03T12:48:09+00:00" />
+<meta itemprop="dateModified" content="2022-03-05T17:23:14+01:00" />
<meta itemprop="wordCount" content="124">
diff --git a/docs/apache-airflow/2.2.4/_sources/howto/set-up-database.rst.txt
b/docs/apache-airflow/2.2.4/_sources/howto/set-up-database.rst.txt
index 14051b3..cb1e944 100644
--- a/docs/apache-airflow/2.2.4/_sources/howto/set-up-database.rst.txt
+++ b/docs/apache-airflow/2.2.4/_sources/howto/set-up-database.rst.txt
@@ -27,14 +27,13 @@ The document below describes the database engine
configurations, the necessary c
Choosing database backend
-------------------------
-If you want to take a real test drive of Airflow, you should consider setting
up a database backend to **PostgreSQL**, **MySQL**, or **MSSQL**.
+If you want to take a real test drive of Airflow, you should consider setting
up a database backend to **PostgreSQL**, **MySQL**.
By default, Airflow uses **SQLite**, which is intended for development
purposes only.
Airflow supports the following database engine versions, so make sure which
version you have. Old versions may not support all SQL statements.
* PostgreSQL: 9.6, 10, 11, 12, 13
* MySQL: 5.7, 8
-* MsSQL: 2017, 2019
* SQLite: 3.15.0+
If you plan on running more than one scheduler, you have to meet additional
requirements.
@@ -273,42 +272,6 @@ and setup of the SqlAlchemy connection.
In addition, you also should pay particular attention to MySQL's encoding.
Although the ``utf8mb4`` character set is more and more popular for MySQL
(actually, ``utf8mb4`` becomes default character set in MySQL8.0), using the
``utf8mb4`` encoding requires additional setting in Airflow 2+ (See more
details in `#7570 <https://github.com/apache/airflow/pull/7570>`__.). If you
use ``utf8mb4`` as character set, you should also set
``sql_engine_collation_for_ids=utf8mb3_bin``.
-Setting up a MsSQL Database
----------------------------
-
-You need to create a database and a database user that Airflow will use to
access this database.
-In the example below, a database ``airflow_db`` and user with username
``airflow_user`` with password ``airflow_pass`` will be created.
-Note, that in case of MsSQL, Airflow uses ``READ COMMITTED`` transaction
isolation and it must have
-``READ_COMMITTED_SNAPSHOT`` feature enabled, otherwise read transactions might
generate deadlocks
-(especially in case of backfill). Airflow will refuse to use database that has
the feature turned off.
-You can read more about transaction isolation and snapshot features at
-`Transaction isolation level
<https://docs.microsoft.com/en-us/sql/t-sql/statements/set-transaction-isolation-level-transact-sql>`_
-
-.. code-block:: sql
-
- CREATE DATABASE airflow;
- ALTER DATABASE airflow SET READ_COMMITTED_SNAPSHOT ON;
- CREATE LOGIN airflow_user WITH PASSWORD='airflow_pass123%';
- USE airflow;
- CREATE USER airflow_user FROM LOGIN airflow_user;
- GRANT ALL PRIVILEGES ON DATABASE airflow TO airflow_user;
-
-
-We recommend using the ``mssql+pyodbc`` driver and specifying it in your
SqlAlchemy connection string.
-
-.. code-block:: text
-
- mssql+pyodbc://<user>:<password>@<host>[:port]/<db>?[driver=<driver>]
-
-
-You do not need to specify the Driver if you have default driver configured in
your system. For the
-Official Docker image we have ODBC driver installed, so you need to specify
the ODBC driver to use:
-
-.. code-block:: text
-
-
mssql+pyodbc://<user>:<password>@<host>[:port]/<db>[?driver=ODBC+Driver+17+for+SQL+Server]
-
-
Other configuration options
---------------------------
diff --git a/docs/apache-airflow/2.2.4/cli-and-env-variables-ref.html
b/docs/apache-airflow/2.2.4/cli-and-env-variables-ref.html
index 24729b9..5f005a4 100644
--- a/docs/apache-airflow/2.2.4/cli-and-env-variables-ref.html
+++ b/docs/apache-airflow/2.2.4/cli-and-env-variables-ref.html
@@ -1782,14 +1782,14 @@ development and testing.</p>
<div class="section" id="list">
<h6>list<a class="headerlink" href="#list" title="Permalink to this
headline">¶</a></h6>
<p>List options for the configuration</p>
-<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">config</span> <span class="nb">list</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">auto</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">off [...]
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">config</span> <span class="nb">list</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">off</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">auto [...]
</pre></div>
</div>
<div class="section" id="Named Arguments_repeat4">
<h7>Named Arguments<a class="headerlink" href="#Named Arguments_repeat4"
title="Permalink to this headline">¶</a></h7>
<dl class="option-list">
<dt><kbd>--color</kbd></dt>
-<dd><p>Possible choices: auto, on, off</p>
+<dd><p>Possible choices: off, on, auto</p>
<p>Do emit colored output (default: auto)</p>
<p>Default: “auto”</p>
</dd>
@@ -1870,7 +1870,7 @@ development and testing.</p>
<div class="section" id="delete">
<h6>delete<a class="headerlink" href="#delete" title="Permalink to this
headline">¶</a></h6>
<p>Delete a connection</p>
-<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">connections</span> <span class="n">delete</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">auto</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class=" [...]
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">connections</span> <span class="n">delete</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">off</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n [...]
</pre></div>
</div>
<div class="section" id="Positional Arguments_repeat6">
@@ -1885,7 +1885,7 @@ development and testing.</p>
<h7>Named Arguments<a class="headerlink" href="#Named Arguments_repeat6"
title="Permalink to this headline">¶</a></h7>
<dl class="option-list">
<dt><kbd>--color</kbd></dt>
-<dd><p>Possible choices: auto, on, off</p>
+<dd><p>Possible choices: off, on, auto</p>
<p>Do emit colored output (default: auto)</p>
<p>Default: “auto”</p>
</dd>
@@ -1926,7 +1926,7 @@ airflow connections export /tmp/connections –format
json</p>
<div class="section" id="get">
<h6>get<a class="headerlink" href="#get" title="Permalink to this
headline">¶</a></h6>
<p>Get a connection</p>
-<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">connections</span> <span class="n">get</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">auto</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n"> [...]
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">connections</span> <span class="n">get</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">off</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">a [...]
<span class="p">[</span><span class="o">-</span><span
class="n">o</span> <span class="n">table</span><span class="p">,</span> <span
class="n">json</span><span class="p">,</span> <span class="n">yaml</span><span
class="p">,</span> <span class="n">plain</span><span class="p">]</span> <span
class="p">[</span><span class="o">-</span><span class="n">v</span><span
class="p">]</span>
<span class="n">conn_id</span>
</pre></div>
@@ -1943,7 +1943,7 @@ airflow connections export /tmp/connections –format
json</p>
<h7>Named Arguments<a class="headerlink" href="#Named Arguments_repeat8"
title="Permalink to this headline">¶</a></h7>
<dl class="option-list">
<dt><kbd>--color</kbd></dt>
-<dd><p>Possible choices: auto, on, off</p>
+<dd><p>Possible choices: off, on, auto</p>
<p>Do emit colored output (default: auto)</p>
<p>Default: “auto”</p>
</dd>
@@ -3010,7 +3010,7 @@ To check if the local scheduler is still working
properly, run:</p>
<div class="section" id="get_repeat2">
<h6>get<a class="headerlink" href="#get_repeat2" title="Permalink to this
headline">¶</a></h6>
<p>Get detailed information about a provider</p>
-<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">providers</span> <span class="n">get</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">auto</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">of [...]
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">providers</span> <span class="n">get</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">off</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">aut [...]
<span class="p">[</span><span class="o">-</span><span
class="n">o</span> <span class="n">table</span><span class="p">,</span> <span
class="n">json</span><span class="p">,</span> <span class="n">yaml</span><span
class="p">,</span> <span class="n">plain</span><span class="p">]</span> <span
class="p">[</span><span class="o">-</span><span class="n">v</span><span
class="p">]</span>
<span class="n">provider_name</span>
</pre></div>
@@ -3027,7 +3027,7 @@ To check if the local scheduler is still working
properly, run:</p>
<h7>Named Arguments<a class="headerlink" href="#Named Arguments_repeat38"
title="Permalink to this headline">¶</a></h7>
<dl class="option-list">
<dt><kbd>--color</kbd></dt>
-<dd><p>Possible choices: auto, on, off</p>
+<dd><p>Possible choices: off, on, auto</p>
<p>Do emit colored output (default: auto)</p>
<p>Default: “auto”</p>
</dd>
diff --git a/docs/apache-airflow/2.2.4/howto/index.html
b/docs/apache-airflow/2.2.4/howto/index.html
index 1fe87b9..2c90eb3 100644
--- a/docs/apache-airflow/2.2.4/howto/index.html
+++ b/docs/apache-airflow/2.2.4/howto/index.html
@@ -680,7 +680,6 @@ configuring an Airflow environment.</p>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#setting-up-a-sqlite-database">Setting up a SQLite
Database</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#setting-up-a-postgresql-database">Setting up a
PostgreSQL Database</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#setting-up-a-mysql-database">Setting up a MySQL
Database</a></li>
-<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#setting-up-a-mssql-database">Setting up a MsSQL
Database</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#other-configuration-options">Other configuration
options</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#initialize-the-database">Initialize the
database</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#what-s-next">What’s next?</a></li>
diff --git a/docs/apache-airflow/2.2.4/howto/set-up-database.html
b/docs/apache-airflow/2.2.4/howto/set-up-database.html
index 443e40d..3457a75 100644
--- a/docs/apache-airflow/2.2.4/howto/set-up-database.html
+++ b/docs/apache-airflow/2.2.4/howto/set-up-database.html
@@ -334,7 +334,6 @@
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-sqlite-database">Setting up a SQLite Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-postgresql-database">Setting up a PostgreSQL
Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-mysql-database">Setting up a MySQL Database</a></li>
-<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-mssql-database">Setting up a MsSQL Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#other-configuration-options">Other configuration options</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#initialize-the-database">Initialize the database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#what-s-next">What’s next?</a></li>
@@ -530,7 +529,6 @@
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-sqlite-database">Setting up a SQLite Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-postgresql-database">Setting up a PostgreSQL
Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-mysql-database">Setting up a MySQL Database</a></li>
-<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-mssql-database">Setting up a MsSQL Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#other-configuration-options">Other configuration options</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#initialize-the-database">Initialize the database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#what-s-next">What’s next?</a></li>
@@ -694,13 +692,12 @@
<p>The document below describes the database engine configurations, the
necessary changes to their configuration to be used with Airflow, as well as
changes to the Airflow configurations to connect to these databases.</p>
<div class="section" id="choosing-database-backend">
<h2>Choosing database backend<a class="headerlink"
href="#choosing-database-backend" title="Permalink to this headline">¶</a></h2>
-<p>If you want to take a real test drive of Airflow, you should consider
setting up a database backend to <strong>PostgreSQL</strong>,
<strong>MySQL</strong>, or <strong>MSSQL</strong>.
+<p>If you want to take a real test drive of Airflow, you should consider
setting up a database backend to <strong>PostgreSQL</strong>,
<strong>MySQL</strong>.
By default, Airflow uses <strong>SQLite</strong>, which is intended for
development purposes only.</p>
<p>Airflow supports the following database engine versions, so make sure which
version you have. Old versions may not support all SQL statements.</p>
<ul class="simple">
<li><p>PostgreSQL: 9.6, 10, 11, 12, 13</p></li>
<li><p>MySQL: 5.7, 8</p></li>
-<li><p>MsSQL: 2017, 2019</p></li>
<li><p>SQLite: 3.15.0+</p></li>
</ul>
<p>If you plan on running more than one scheduler, you have to meet additional
requirements.
@@ -891,33 +888,6 @@ without any cert options provided.</p>
and setup of the SqlAlchemy connection.</p>
<p>In addition, you also should pay particular attention to MySQL’s encoding.
Although the <code class="docutils literal notranslate"><span
class="pre">utf8mb4</span></code> character set is more and more popular for
MySQL (actually, <code class="docutils literal notranslate"><span
class="pre">utf8mb4</span></code> becomes default character set in MySQL8.0),
using the <code class="docutils literal notranslate"><span
class="pre">utf8mb4</span></code> encoding requires additional setting i [...]
</div>
-<div class="section" id="setting-up-a-mssql-database">
-<h2>Setting up a MsSQL Database<a class="headerlink"
href="#setting-up-a-mssql-database" title="Permalink to this
headline">¶</a></h2>
-<p>You need to create a database and a database user that Airflow will use to
access this database.
-In the example below, a database <code class="docutils literal
notranslate"><span class="pre">airflow_db</span></code> and user with username
<code class="docutils literal notranslate"><span
class="pre">airflow_user</span></code> with password <code class="docutils
literal notranslate"><span class="pre">airflow_pass</span></code> will be
created.
-Note, that in case of MsSQL, Airflow uses <code class="docutils literal
notranslate"><span class="pre">READ</span> <span
class="pre">COMMITTED</span></code> transaction isolation and it must have
-<code class="docutils literal notranslate"><span
class="pre">READ_COMMITTED_SNAPSHOT</span></code> feature enabled, otherwise
read transactions might generate deadlocks
-(especially in case of backfill). Airflow will refuse to use database that has
the feature turned off.
-You can read more about transaction isolation and snapshot features at
-<a class="reference external"
href="https://docs.microsoft.com/en-us/sql/t-sql/statements/set-transaction-isolation-level-transact-sql";>Transaction
isolation level</a></p>
-<div class="highlight-sql notranslate"><div
class="highlight"><pre><span></span><span class="k">CREATE</span><span
class="w"> </span><span class="k">DATABASE</span><span class="w"> </span><span
class="n">airflow</span><span class="p">;</span><span class="w"></span>
-<span class="k">ALTER</span><span class="w"> </span><span
class="k">DATABASE</span><span class="w"> </span><span
class="n">airflow</span><span class="w"> </span><span class="k">SET</span><span
class="w"> </span><span class="n">READ_COMMITTED_SNAPSHOT</span><span
class="w"> </span><span class="k">ON</span><span class="p">;</span><span
class="w"></span>
-<span class="k">CREATE</span><span class="w"> </span><span
class="n">LOGIN</span><span class="w"> </span><span
class="n">airflow_user</span><span class="w"> </span><span
class="k">WITH</span><span class="w"> </span><span
class="n">PASSWORD</span><span class="o">=</span><span
class="s1">'airflow_pass123%'</span><span class="p">;</span><span
class="w"></span>
-<span class="n">USE</span><span class="w"> </span><span
class="n">airflow</span><span class="p">;</span><span class="w"></span>
-<span class="k">CREATE</span><span class="w"> </span><span
class="k">USER</span><span class="w"> </span><span
class="n">airflow_user</span><span class="w"> </span><span
class="k">FROM</span><span class="w"> </span><span class="n">LOGIN</span><span
class="w"> </span><span class="n">airflow_user</span><span
class="p">;</span><span class="w"></span>
-<span class="k">GRANT</span><span class="w"> </span><span
class="k">ALL</span><span class="w"> </span><span
class="k">PRIVILEGES</span><span class="w"> </span><span
class="k">ON</span><span class="w"> </span><span class="k">DATABASE</span><span
class="w"> </span><span class="n">airflow</span><span class="w"> </span><span
class="k">TO</span><span class="w"> </span><span
class="n">airflow_user</span><span class="p">;</span><span class="w"></span>
-</pre></div>
-</div>
-<p>We recommend using the <code class="docutils literal notranslate"><span
class="pre">mssql+pyodbc</span></code> driver and specifying it in your
SqlAlchemy connection string.</p>
-<div class="highlight-text notranslate"><div
class="highlight"><pre><span></span>mssql+pyodbc://<user>:<password>@<host>[:port]/<db>?[driver=<driver>]
-</pre></div>
-</div>
-<p>You do not need to specify the Driver if you have default driver configured
in your system. For the
-Official Docker image we have ODBC driver installed, so you need to specify
the ODBC driver to use:</p>
-<div class="highlight-text notranslate"><div
class="highlight"><pre><span></span>mssql+pyodbc://<user>:<password>@<host>[:port]/<db>[?driver=ODBC+Driver+17+for+SQL+Server]
-</pre></div>
-</div>
-</div>
<div class="section" id="other-configuration-options">
<h2>Other configuration options<a class="headerlink"
href="#other-configuration-options" title="Permalink to this
headline">¶</a></h2>
<p>There are more configuration options for configuring SQLAlchemy behavior.
For details, see <a class="reference internal"
href="../configurations-ref.html#config-core"><span class="std
std-ref">reference documentation</span></a> for <code class="docutils literal
notranslate"><span class="pre">sqlalchemy_*</span></code> option in <code
class="docutils literal notranslate"><span class="pre">[core]</span></code>
section.</p>
@@ -1017,7 +987,6 @@ configuring a different <a class="reference internal"
href="../executor/index.ht
<li><a class="reference internal" href="#setting-up-a-sqlite-database">Setting
up a SQLite Database</a></li>
<li><a class="reference internal"
href="#setting-up-a-postgresql-database">Setting up a PostgreSQL
Database</a></li>
<li><a class="reference internal" href="#setting-up-a-mysql-database">Setting
up a MySQL Database</a></li>
-<li><a class="reference internal" href="#setting-up-a-mssql-database">Setting
up a MsSQL Database</a></li>
<li><a class="reference internal" href="#other-configuration-options">Other
configuration options</a></li>
<li><a class="reference internal" href="#initialize-the-database">Initialize
the database</a></li>
<li><a class="reference internal" href="#what-s-next">What’s next?</a></li>
diff --git
a/docs/apache-airflow/2.2.4/output-spelling-results-apache-airflow/_static/redoc.js
b/docs/apache-airflow/2.2.4/output-spelling-results-apache-airflow/_static/redoc.js
deleted file mode 100644
index 4b631fa..0000000
---
a/docs/apache-airflow/2.2.4/output-spelling-results-apache-airflow/_static/redoc.js
+++ /dev/null
@@ -1,8 +0,0 @@
-/*!
- * ReDoc - OpenAPI/Swagger-generated API Reference Documentation
- * -------------------------------------------------------------
- * Version: "1.21.2"
- * Repo: https://github.com/Rebilly/ReDoc
- */
-!function(e,t){"object"==typeof exports&&"object"==typeof
module?module.exports=t(function(){try{return
require("esprima")}catch(e){}}(),function(){try{return
require("jquery")}catch(e){}}()):"function"==typeof
define&&define.amd?define("Redoc",["esprima","jquery"],t):"object"==typeof
exports?exports.Redoc=t(function(){try{return
require("esprima")}catch(e){}}(),function(){try{return
require("jquery")}catch(e){}}()):e.Redoc=t(e.esprima,e.jquery)}("undefined"!=typeof
self?self:this,functi [...]
-//# sourceMappingURL=redoc.min.map
\ No newline at end of file
diff --git a/docs/apache-airflow/2.2.4/searchindex.js
b/docs/apache-airflow/2.2.4/searchindex.js
index 16e7cca..1738b8b 100644
--- a/docs/apache-airflow/2.2.4/searchindex.js
+++ b/docs/apache-airflow/2.2.4/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["_api/airflow/exceptions/index","_api/airflow/executors/base_executor/index","_api/airflow/executors/celery_executor/index","_api/airflow/executors/celery_kubernetes_executor/index","_api/airflow/executors/dask_executor/index","_api/airflow/executors/debug_executor/index","_api/airflow/executors/executor_constants/index","_api/airflow/executors/executor_loader/index","_api/airflow/executors/index","_api/airflow/executors/kubernetes_executor/index","_api/airflow
[...]
\ No newline at end of file
+Search.setIndex({docnames:["_api/airflow/exceptions/index","_api/airflow/executors/base_executor/index","_api/airflow/executors/celery_executor/index","_api/airflow/executors/celery_kubernetes_executor/index","_api/airflow/executors/dask_executor/index","_api/airflow/executors/debug_executor/index","_api/airflow/executors/executor_constants/index","_api/airflow/executors/executor_loader/index","_api/airflow/executors/index","_api/airflow/executors/kubernetes_executor/index","_api/airflow
[...]
\ No newline at end of file
diff --git a/docs/apache-airflow/stable/_sources/howto/set-up-database.rst.txt
b/docs/apache-airflow/stable/_sources/howto/set-up-database.rst.txt
index 14051b3..cb1e944 100644
--- a/docs/apache-airflow/stable/_sources/howto/set-up-database.rst.txt
+++ b/docs/apache-airflow/stable/_sources/howto/set-up-database.rst.txt
@@ -27,14 +27,13 @@ The document below describes the database engine
configurations, the necessary c
Choosing database backend
-------------------------
-If you want to take a real test drive of Airflow, you should consider setting
up a database backend to **PostgreSQL**, **MySQL**, or **MSSQL**.
+If you want to take a real test drive of Airflow, you should consider setting
up a database backend to **PostgreSQL**, **MySQL**.
By default, Airflow uses **SQLite**, which is intended for development
purposes only.
Airflow supports the following database engine versions, so make sure which
version you have. Old versions may not support all SQL statements.
* PostgreSQL: 9.6, 10, 11, 12, 13
* MySQL: 5.7, 8
-* MsSQL: 2017, 2019
* SQLite: 3.15.0+
If you plan on running more than one scheduler, you have to meet additional
requirements.
@@ -273,42 +272,6 @@ and setup of the SqlAlchemy connection.
In addition, you also should pay particular attention to MySQL's encoding.
Although the ``utf8mb4`` character set is more and more popular for MySQL
(actually, ``utf8mb4`` becomes default character set in MySQL8.0), using the
``utf8mb4`` encoding requires additional setting in Airflow 2+ (See more
details in `#7570 <https://github.com/apache/airflow/pull/7570>`__.). If you
use ``utf8mb4`` as character set, you should also set
``sql_engine_collation_for_ids=utf8mb3_bin``.
-Setting up a MsSQL Database
----------------------------
-
-You need to create a database and a database user that Airflow will use to
access this database.
-In the example below, a database ``airflow_db`` and user with username
``airflow_user`` with password ``airflow_pass`` will be created.
-Note, that in case of MsSQL, Airflow uses ``READ COMMITTED`` transaction
isolation and it must have
-``READ_COMMITTED_SNAPSHOT`` feature enabled, otherwise read transactions might
generate deadlocks
-(especially in case of backfill). Airflow will refuse to use database that has
the feature turned off.
-You can read more about transaction isolation and snapshot features at
-`Transaction isolation level
<https://docs.microsoft.com/en-us/sql/t-sql/statements/set-transaction-isolation-level-transact-sql>`_
-
-.. code-block:: sql
-
- CREATE DATABASE airflow;
- ALTER DATABASE airflow SET READ_COMMITTED_SNAPSHOT ON;
- CREATE LOGIN airflow_user WITH PASSWORD='airflow_pass123%';
- USE airflow;
- CREATE USER airflow_user FROM LOGIN airflow_user;
- GRANT ALL PRIVILEGES ON DATABASE airflow TO airflow_user;
-
-
-We recommend using the ``mssql+pyodbc`` driver and specifying it in your
SqlAlchemy connection string.
-
-.. code-block:: text
-
- mssql+pyodbc://<user>:<password>@<host>[:port]/<db>?[driver=<driver>]
-
-
-You do not need to specify the Driver if you have default driver configured in
your system. For the
-Official Docker image we have ODBC driver installed, so you need to specify
the ODBC driver to use:
-
-.. code-block:: text
-
-
mssql+pyodbc://<user>:<password>@<host>[:port]/<db>[?driver=ODBC+Driver+17+for+SQL+Server]
-
-
Other configuration options
---------------------------
diff --git a/docs/apache-airflow/stable/cli-and-env-variables-ref.html
b/docs/apache-airflow/stable/cli-and-env-variables-ref.html
index 24729b9..5f005a4 100644
--- a/docs/apache-airflow/stable/cli-and-env-variables-ref.html
+++ b/docs/apache-airflow/stable/cli-and-env-variables-ref.html
@@ -1782,14 +1782,14 @@ development and testing.</p>
<div class="section" id="list">
<h6>list<a class="headerlink" href="#list" title="Permalink to this
headline">¶</a></h6>
<p>List options for the configuration</p>
-<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">config</span> <span class="nb">list</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">auto</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">off [...]
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">config</span> <span class="nb">list</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">off</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">auto [...]
</pre></div>
</div>
<div class="section" id="Named Arguments_repeat4">
<h7>Named Arguments<a class="headerlink" href="#Named Arguments_repeat4"
title="Permalink to this headline">¶</a></h7>
<dl class="option-list">
<dt><kbd>--color</kbd></dt>
-<dd><p>Possible choices: auto, on, off</p>
+<dd><p>Possible choices: off, on, auto</p>
<p>Do emit colored output (default: auto)</p>
<p>Default: “auto”</p>
</dd>
@@ -1870,7 +1870,7 @@ development and testing.</p>
<div class="section" id="delete">
<h6>delete<a class="headerlink" href="#delete" title="Permalink to this
headline">¶</a></h6>
<p>Delete a connection</p>
-<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">connections</span> <span class="n">delete</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">auto</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class=" [...]
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">connections</span> <span class="n">delete</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">off</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n [...]
</pre></div>
</div>
<div class="section" id="Positional Arguments_repeat6">
@@ -1885,7 +1885,7 @@ development and testing.</p>
<h7>Named Arguments<a class="headerlink" href="#Named Arguments_repeat6"
title="Permalink to this headline">¶</a></h7>
<dl class="option-list">
<dt><kbd>--color</kbd></dt>
-<dd><p>Possible choices: auto, on, off</p>
+<dd><p>Possible choices: off, on, auto</p>
<p>Do emit colored output (default: auto)</p>
<p>Default: “auto”</p>
</dd>
@@ -1926,7 +1926,7 @@ airflow connections export /tmp/connections –format
json</p>
<div class="section" id="get">
<h6>get<a class="headerlink" href="#get" title="Permalink to this
headline">¶</a></h6>
<p>Get a connection</p>
-<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">connections</span> <span class="n">get</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">auto</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n"> [...]
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">connections</span> <span class="n">get</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">off</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">a [...]
<span class="p">[</span><span class="o">-</span><span
class="n">o</span> <span class="n">table</span><span class="p">,</span> <span
class="n">json</span><span class="p">,</span> <span class="n">yaml</span><span
class="p">,</span> <span class="n">plain</span><span class="p">]</span> <span
class="p">[</span><span class="o">-</span><span class="n">v</span><span
class="p">]</span>
<span class="n">conn_id</span>
</pre></div>
@@ -1943,7 +1943,7 @@ airflow connections export /tmp/connections –format
json</p>
<h7>Named Arguments<a class="headerlink" href="#Named Arguments_repeat8"
title="Permalink to this headline">¶</a></h7>
<dl class="option-list">
<dt><kbd>--color</kbd></dt>
-<dd><p>Possible choices: auto, on, off</p>
+<dd><p>Possible choices: off, on, auto</p>
<p>Do emit colored output (default: auto)</p>
<p>Default: “auto”</p>
</dd>
@@ -3010,7 +3010,7 @@ To check if the local scheduler is still working
properly, run:</p>
<div class="section" id="get_repeat2">
<h6>get<a class="headerlink" href="#get_repeat2" title="Permalink to this
headline">¶</a></h6>
<p>Get detailed information about a provider</p>
-<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">providers</span> <span class="n">get</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">auto</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">of [...]
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span><span class="n">airflow</span> <span
class="n">providers</span> <span class="n">get</span> <span
class="p">[</span><span class="o">-</span><span class="n">h</span><span
class="p">]</span> <span class="p">[</span><span class="o">--</span><span
class="n">color</span> <span class="p">{</span><span class="n">off</span><span
class="p">,</span><span class="n">on</span><span class="p">,</span><span
class="n">aut [...]
<span class="p">[</span><span class="o">-</span><span
class="n">o</span> <span class="n">table</span><span class="p">,</span> <span
class="n">json</span><span class="p">,</span> <span class="n">yaml</span><span
class="p">,</span> <span class="n">plain</span><span class="p">]</span> <span
class="p">[</span><span class="o">-</span><span class="n">v</span><span
class="p">]</span>
<span class="n">provider_name</span>
</pre></div>
@@ -3027,7 +3027,7 @@ To check if the local scheduler is still working
properly, run:</p>
<h7>Named Arguments<a class="headerlink" href="#Named Arguments_repeat38"
title="Permalink to this headline">¶</a></h7>
<dl class="option-list">
<dt><kbd>--color</kbd></dt>
-<dd><p>Possible choices: auto, on, off</p>
+<dd><p>Possible choices: off, on, auto</p>
<p>Do emit colored output (default: auto)</p>
<p>Default: “auto”</p>
</dd>
diff --git a/docs/apache-airflow/stable/howto/index.html
b/docs/apache-airflow/stable/howto/index.html
index 1fe87b9..2c90eb3 100644
--- a/docs/apache-airflow/stable/howto/index.html
+++ b/docs/apache-airflow/stable/howto/index.html
@@ -680,7 +680,6 @@ configuring an Airflow environment.</p>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#setting-up-a-sqlite-database">Setting up a SQLite
Database</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#setting-up-a-postgresql-database">Setting up a
PostgreSQL Database</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#setting-up-a-mysql-database">Setting up a MySQL
Database</a></li>
-<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#setting-up-a-mssql-database">Setting up a MsSQL
Database</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#other-configuration-options">Other configuration
options</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#initialize-the-database">Initialize the
database</a></li>
<li class="toctree-l2"><a class="reference internal"
href="set-up-database.html#what-s-next">What’s next?</a></li>
diff --git a/docs/apache-airflow/stable/howto/set-up-database.html
b/docs/apache-airflow/stable/howto/set-up-database.html
index 443e40d..3457a75 100644
--- a/docs/apache-airflow/stable/howto/set-up-database.html
+++ b/docs/apache-airflow/stable/howto/set-up-database.html
@@ -334,7 +334,6 @@
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-sqlite-database">Setting up a SQLite Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-postgresql-database">Setting up a PostgreSQL
Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-mysql-database">Setting up a MySQL Database</a></li>
-<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-mssql-database">Setting up a MsSQL Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#other-configuration-options">Other configuration options</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#initialize-the-database">Initialize the database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#what-s-next">What’s next?</a></li>
@@ -530,7 +529,6 @@
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-sqlite-database">Setting up a SQLite Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-postgresql-database">Setting up a PostgreSQL
Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-mysql-database">Setting up a MySQL Database</a></li>
-<li class="toctree-l3"><a class="reference internal"
href="#setting-up-a-mssql-database">Setting up a MsSQL Database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#other-configuration-options">Other configuration options</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#initialize-the-database">Initialize the database</a></li>
<li class="toctree-l3"><a class="reference internal"
href="#what-s-next">What’s next?</a></li>
@@ -694,13 +692,12 @@
<p>The document below describes the database engine configurations, the
necessary changes to their configuration to be used with Airflow, as well as
changes to the Airflow configurations to connect to these databases.</p>
<div class="section" id="choosing-database-backend">
<h2>Choosing database backend<a class="headerlink"
href="#choosing-database-backend" title="Permalink to this headline">¶</a></h2>
-<p>If you want to take a real test drive of Airflow, you should consider
setting up a database backend to <strong>PostgreSQL</strong>,
<strong>MySQL</strong>, or <strong>MSSQL</strong>.
+<p>If you want to take a real test drive of Airflow, you should consider
setting up a database backend to <strong>PostgreSQL</strong>,
<strong>MySQL</strong>.
By default, Airflow uses <strong>SQLite</strong>, which is intended for
development purposes only.</p>
<p>Airflow supports the following database engine versions, so make sure which
version you have. Old versions may not support all SQL statements.</p>
<ul class="simple">
<li><p>PostgreSQL: 9.6, 10, 11, 12, 13</p></li>
<li><p>MySQL: 5.7, 8</p></li>
-<li><p>MsSQL: 2017, 2019</p></li>
<li><p>SQLite: 3.15.0+</p></li>
</ul>
<p>If you plan on running more than one scheduler, you have to meet additional
requirements.
@@ -891,33 +888,6 @@ without any cert options provided.</p>
and setup of the SqlAlchemy connection.</p>
<p>In addition, you also should pay particular attention to MySQL’s encoding.
Although the <code class="docutils literal notranslate"><span
class="pre">utf8mb4</span></code> character set is more and more popular for
MySQL (actually, <code class="docutils literal notranslate"><span
class="pre">utf8mb4</span></code> becomes default character set in MySQL8.0),
using the <code class="docutils literal notranslate"><span
class="pre">utf8mb4</span></code> encoding requires additional setting i [...]
</div>
-<div class="section" id="setting-up-a-mssql-database">
-<h2>Setting up a MsSQL Database<a class="headerlink"
href="#setting-up-a-mssql-database" title="Permalink to this
headline">¶</a></h2>
-<p>You need to create a database and a database user that Airflow will use to
access this database.
-In the example below, a database <code class="docutils literal
notranslate"><span class="pre">airflow_db</span></code> and user with username
<code class="docutils literal notranslate"><span
class="pre">airflow_user</span></code> with password <code class="docutils
literal notranslate"><span class="pre">airflow_pass</span></code> will be
created.
-Note, that in case of MsSQL, Airflow uses <code class="docutils literal
notranslate"><span class="pre">READ</span> <span
class="pre">COMMITTED</span></code> transaction isolation and it must have
-<code class="docutils literal notranslate"><span
class="pre">READ_COMMITTED_SNAPSHOT</span></code> feature enabled, otherwise
read transactions might generate deadlocks
-(especially in case of backfill). Airflow will refuse to use database that has
the feature turned off.
-You can read more about transaction isolation and snapshot features at
-<a class="reference external"
href="https://docs.microsoft.com/en-us/sql/t-sql/statements/set-transaction-isolation-level-transact-sql";>Transaction
isolation level</a></p>
-<div class="highlight-sql notranslate"><div
class="highlight"><pre><span></span><span class="k">CREATE</span><span
class="w"> </span><span class="k">DATABASE</span><span class="w"> </span><span
class="n">airflow</span><span class="p">;</span><span class="w"></span>
-<span class="k">ALTER</span><span class="w"> </span><span
class="k">DATABASE</span><span class="w"> </span><span
class="n">airflow</span><span class="w"> </span><span class="k">SET</span><span
class="w"> </span><span class="n">READ_COMMITTED_SNAPSHOT</span><span
class="w"> </span><span class="k">ON</span><span class="p">;</span><span
class="w"></span>
-<span class="k">CREATE</span><span class="w"> </span><span
class="n">LOGIN</span><span class="w"> </span><span
class="n">airflow_user</span><span class="w"> </span><span
class="k">WITH</span><span class="w"> </span><span
class="n">PASSWORD</span><span class="o">=</span><span
class="s1">'airflow_pass123%'</span><span class="p">;</span><span
class="w"></span>
-<span class="n">USE</span><span class="w"> </span><span
class="n">airflow</span><span class="p">;</span><span class="w"></span>
-<span class="k">CREATE</span><span class="w"> </span><span
class="k">USER</span><span class="w"> </span><span
class="n">airflow_user</span><span class="w"> </span><span
class="k">FROM</span><span class="w"> </span><span class="n">LOGIN</span><span
class="w"> </span><span class="n">airflow_user</span><span
class="p">;</span><span class="w"></span>
-<span class="k">GRANT</span><span class="w"> </span><span
class="k">ALL</span><span class="w"> </span><span
class="k">PRIVILEGES</span><span class="w"> </span><span
class="k">ON</span><span class="w"> </span><span class="k">DATABASE</span><span
class="w"> </span><span class="n">airflow</span><span class="w"> </span><span
class="k">TO</span><span class="w"> </span><span
class="n">airflow_user</span><span class="p">;</span><span class="w"></span>
-</pre></div>
-</div>
-<p>We recommend using the <code class="docutils literal notranslate"><span
class="pre">mssql+pyodbc</span></code> driver and specifying it in your
SqlAlchemy connection string.</p>
-<div class="highlight-text notranslate"><div
class="highlight"><pre><span></span>mssql+pyodbc://<user>:<password>@<host>[:port]/<db>?[driver=<driver>]
-</pre></div>
-</div>
-<p>You do not need to specify the Driver if you have default driver configured
in your system. For the
-Official Docker image we have ODBC driver installed, so you need to specify
the ODBC driver to use:</p>
-<div class="highlight-text notranslate"><div
class="highlight"><pre><span></span>mssql+pyodbc://<user>:<password>@<host>[:port]/<db>[?driver=ODBC+Driver+17+for+SQL+Server]
-</pre></div>
-</div>
-</div>
<div class="section" id="other-configuration-options">
<h2>Other configuration options<a class="headerlink"
href="#other-configuration-options" title="Permalink to this
headline">¶</a></h2>
<p>There are more configuration options for configuring SQLAlchemy behavior.
For details, see <a class="reference internal"
href="../configurations-ref.html#config-core"><span class="std
std-ref">reference documentation</span></a> for <code class="docutils literal
notranslate"><span class="pre">sqlalchemy_*</span></code> option in <code
class="docutils literal notranslate"><span class="pre">[core]</span></code>
section.</p>
@@ -1017,7 +987,6 @@ configuring a different <a class="reference internal"
href="../executor/index.ht
<li><a class="reference internal" href="#setting-up-a-sqlite-database">Setting
up a SQLite Database</a></li>
<li><a class="reference internal"
href="#setting-up-a-postgresql-database">Setting up a PostgreSQL
Database</a></li>
<li><a class="reference internal" href="#setting-up-a-mysql-database">Setting
up a MySQL Database</a></li>
-<li><a class="reference internal" href="#setting-up-a-mssql-database">Setting
up a MsSQL Database</a></li>
<li><a class="reference internal" href="#other-configuration-options">Other
configuration options</a></li>
<li><a class="reference internal" href="#initialize-the-database">Initialize
the database</a></li>
<li><a class="reference internal" href="#what-s-next">What’s next?</a></li>
diff --git
a/docs/apache-airflow/stable/output-spelling-results-apache-airflow/_static/redoc.js
b/docs/apache-airflow/stable/output-spelling-results-apache-airflow/_static/redoc.js
deleted file mode 100644
index 4b631fa..0000000
---
a/docs/apache-airflow/stable/output-spelling-results-apache-airflow/_static/redoc.js
+++ /dev/null
@@ -1,8 +0,0 @@
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b/docs/apache-airflow/stable/searchindex.js
index 16e7cca..1738b8b 100644
--- a/docs/apache-airflow/stable/searchindex.js
+++ b/docs/apache-airflow/stable/searchindex.js
@@ -1 +1 @@
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[...]
\ No newline at end of file
diff --git a/index.html b/index.html
index ae67d5e..1e06547 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-amazon/stable/index.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-hashicorp/stable/index.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Amazon CloudWatch
Logs</span>
+ <span class="box-event__integration--name">Hashicorp Vault</span>
</div>
</div>
@@ -1239,12 +1239,12 @@ if (!doNotTrack) {
- <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/index.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-jenkins/stable/index.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Google Cloud Tasks</span>
+ <span class="box-event__integration--name">Jenkins</span>
</div>
</div>
@@ -1252,12 +1252,12 @@ if (!doNotTrack) {
- <a class="list-item"
href="/docs/apache-airflow-providers-amazon/stable/index.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-celery/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">Celery</span>
</div>
</div>
@@ -1265,12 +1265,12 @@ if (!doNotTrack) {
- <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/operators/cloud/life_sciences.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 Life
Sciences</span>
+ <span class="box-event__integration--name">AWS DataSync</span>
</div>
</div>
@@ -1278,12 +1278,12 @@ if (!doNotTrack) {
- <a class="list-item"
href="/docs/apache-airflow-providers-elasticsearch/stable/index.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/operators/cloud/datastore.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">Elasticsearch</span>
+ <span class="box-event__integration--name">Google Datastore</span>
</div>
</div>
@@ -1291,12 +1291,12 @@ if (!doNotTrack) {
- <a class="list-item"
href="/docs/apache-airflow-providers-slack/stable/index.html">
+ <a class="list-item"
href="/docs/apache-airflow-providers-google/stable/operators/cloud/dataproc.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">Google Dataproc</span>
</div>
</div>
@@ -1304,12 +1304,12 @@ if (!doNotTrack) {
- <a class="list-item"
href="/docs/apache-airflow-providers-oracle/stable/index.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">Oracle</span>
+ <span class="box-event__integration--name">Google API Python
Client</span>
</div>
</div>
@@ -1317,12 +1317,12 @@ 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/index.html">
<div class="card">
<div class="box-event box-event__integration">
- <span class="box-event__integration--name">AWS DataSync</span>
+ <span class="box-event__integration--name">Google Data Proc</span>
</div>
</div>
diff --git a/search/index.html b/search/index.html
index 0ee11c3..a236d0f 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="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
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<meta itemprop="name" content="Search Results">
<meta itemprop="description" content="">
-<meta itemprop="dateModified" content="2022-03-03T12:48:09+00:00" />
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<meta itemprop="wordCount" content="0">
diff --git a/sitemap.xml b/sitemap.xml
index 47260a5..461ab00 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -4,157 +4,157 @@
<url>
<loc>/docs/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/tags/release/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/tags/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/airflow-2.2.0/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/tags/airflow-summit/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/airflow_summit_2021/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/tags/community/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/airflow-survey-2020/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/tags/survey/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/tags/users/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/airflow-two-point-oh-is-here/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/experience-with-airflow-as-an-outreachy-intern/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/airflow-1.10.12/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/apache-airflow-for-newcomers/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/announcements/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/implementing-stable-api-for-apache-airflow/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/tags/rest-api/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/airflow-1.10.10/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/airflow-1.10.8-1.10.9/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/tags/documentation/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/experience-in-google-season-of-docs-2019-with-apache-airflow/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/airflow-survey/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/blog/announcing-new-website/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
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</url>
<url>
<loc>/blog/apache-con-europe-2019-thoughts-and-insights-by-airflow-committers/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
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</url>
<url>
<loc>/blog/tags/development/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
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</url>
<url>
<loc>/blog/documenting-using-local-development-environments/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
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</url>
<url>
<loc>/blog/its-a-breeze-to-develop-apache-airflow/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
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</url>
<url>
<loc>/use-cases/adobe/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/use-cases/adyen/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/use-cases/big-fish-games/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
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</url>
<url>
<loc>/blog/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
@@ -163,77 +163,77 @@
<url>
<loc>/community/</loc>
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</url>
<url>
<loc>/use-cases/dish/</loc>
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</url>
<url>
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</url>
<url>
<loc>/use-cases/experity/</loc>
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</url>
<url>
<loc>/</loc>
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</url>
<url>
<loc>/install/</loc>
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</url>
<url>
<loc>/meetups/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
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</url>
<url>
<loc>/use-cases/onefootball/</loc>
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</url>
<url>
<loc>/use-cases/plarium-krasnodar/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/privacy-notice/</loc>
- <lastmod>2022-03-03T12:48:09+00:00</lastmod>
+ <lastmod>2022-03-05T17:23:14+01:00</lastmod>
</url>
<url>
<loc>/roadmap/</loc>
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</url>
<url>
<loc>/search/</loc>
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</url>
<url>
<loc>/use-cases/seniorlink/</loc>
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</url>
<url>
<loc>/use-cases/sift/</loc>
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</url>
<url>
<loc>/use-cases/</loc>
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\ No newline at end of file
diff --git a/use-cases/adobe/index.html b/use-cases/adobe/index.html
index aadc709..5a81d9a 100644
--- a/use-cases/adobe/index.html
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<meta itemprop="name" content="Adobe">
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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="2022-03-03T12:48:09+00:00" />
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diff --git a/use-cases/adyen/index.html b/use-cases/adyen/index.html
index aa653a4..3eeabb7 100644
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<meta itemprop="name" content="Adyen">
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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="2022-03-03T12:48:09+00:00" />
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b/use-cases/big-fish-games/index.html
index 1d00765..8bd72f2 100644
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<meta itemprop="name" content="Big Fish Games">
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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="2022-03-03T12:48:09+00:00" />
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<meta itemprop="wordCount" content="336">
diff --git a/use-cases/dish/index.html b/use-cases/dish/index.html
index f03ff8a..ee52443 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="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><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="2022-03-03T12:48:09+00:00" />
+<meta itemprop="dateModified" content="2022-03-05T17:23:14+01:00" />
<meta itemprop="wordCount" content="248">
diff --git a/use-cases/experity/index.html b/use-cases/experity/index.html
index 7b4c832..eb283cc 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="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><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="2022-03-03T12:48:09+00:00" />
+<meta itemprop="dateModified" content="2022-03-05T17:23:14+01:00" />
<meta itemprop="wordCount" content="191">
diff --git a/use-cases/onefootball/index.html b/use-cases/onefootball/index.html
index c28ac7d..6d2bde5 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="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><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="2022-03-03T12:48:09+00:00" />
+<meta itemprop="dateModified" content="2022-03-05T17:23:14+01:00" />
<meta itemprop="wordCount" content="294">
diff --git a/use-cases/plarium-krasnodar/index.html
b/use-cases/plarium-krasnodar/index.html
index ecb8ffc..7bf3bbc 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="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><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="2022-03-03T12:48:09+00:00" />
+<meta itemprop="dateModified" content="2022-03-05T17:23:14+01:00" />
<meta itemprop="wordCount" content="257">
diff --git a/use-cases/seniorlink/index.html b/use-cases/seniorlink/index.html
index 3947fe3..b2aeaf8 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="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><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="2022-03-03T12:48:09+00:00" />
+<meta itemprop="dateModified" content="2022-03-05T17:23:14+01:00" />
<meta itemprop="wordCount" content="400">
diff --git a/use-cases/sift/index.html b/use-cases/sift/index.html
index 81c200d..d54014d 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="2022-03-03T12:48:09+00:00"
/><meta property="og:site_name" content="Apache Airflow" />
+<meta property="article:modified_time" content="2022-03-05T17:23:14+01:00"
/><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 & 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="2022-03-03T12:48:09+00:00" />
+<meta itemprop="dateModified" content="2022-03-05T17:23:14+01:00" />
<meta itemprop="wordCount" content="641">
