I think it's just nice to give a heads up to users. If you want to use python 
3.12 you are tied to pendulum 3 and airflow 2.9+. It's our first release that 
supports 3.12 so I think it makes sense to add the note.

B.

Sent from my iPhone

> On 28 Mar 2024, at 17:07, Jarek Potiuk <ja...@potiuk.com> wrote:
> 
> 
>> 
>> It is as we require pendulum 3 for python 3.12 support.
> 
> Not really. Pendulum 3+ is the only version that works with Python 3.12,
> yes, But upgrading to Pendulum 3 was not connected to Airflow 2.9.
> 
> Look it up in our repo. Pendulum <4 has been added in Airflow 2.8.1 and
> since then we have Pendulum 3 in constraints of Airflow - which also means
> that all Airflow versions for 2.8.1 already use Pendulum 3 when installed
> via image, unless someone downgrades Pendulum to 2 manually (which is
> possible for any Python version < 3.12.
> 
> While possibly we should warn people that Pendulum 3 serialization changes
> for ISO8601, it's not really connected with the Airflow 2.9 release.
> 
> J.
> 
>> On Thu, Mar 28, 2024 at 4:47 PM Bolke de Bruin <bdbr...@gmail.com> wrote:
>> 
>> It is as we require pendulum 3 for python 3.12 support.
>> 
>> Sent from my iPhone
>> 
>>> On 28 Mar 2024, at 15:21, Nathan Hadfield <nathan.hadfi...@king.com>
>> wrote:
>>> 
>>> Yes, there’s this issue (turned discussion) about it but it is not
>> specific to 2.9.
>>> 
>>> https://github.com/apache/airflow/discussions/37037
>>> 
>>> From: Bolke de Bruin <bdbr...@gmail.com>
>>> Date: Thursday, 28 March 2024 at 13:01
>>> To: dev@airflow.apache.org <dev@airflow.apache.org>
>>> Subject: Re: Apache Airflow 2.9.0b2 available for testing
>>> Pendulum 3 serializes ISO8601 slightly different (missing T) AFAIK. I
>> thought someone opened an issue for that (don't have it handy). Maybe it is
>> something we should at least mention in the release notes? Sent from my
>> iPhone > On 28 Mar
>>> ZjQcmQRYFpfptBannerStart
>>> This Message Is From an External Sender
>>> This message came from outside your organization.
>>> 
>>> ZjQcmQRYFpfptBannerEnd
>>> 
>>> Pendulum 3 serializes ISO8601 slightly different (missing T) AFAIK. I
>> thought someone opened an issue for that (don't have it handy). Maybe it is
>> something we should at least mention in the release notes?
>>> 
>>> 
>>> 
>>> Sent from my iPhone
>>> 
>>> 
>>> 
>>>>> On 28 Mar 2024, at 00:54, Ephraim Anierobi <ephraimanier...@apache.org>
>> wrote:
>>>> 
>>>> 
>>> 
>>>> Hey fellow Airflowers,
>>> 
>>>> 
>>> 
>>>> We have cut Airflow 2.9.0b2 now that all the main features have been
>>> 
>>>> included.
>>> 
>>>> 
>>> 
>>>> This "snapshot" is intended for members of the Airflow developer
>> community
>>> 
>>>> to test the build
>>> 
>>>> and allow early testing of 2.9.0. Please test this beta and create
>> GitHub
>>> 
>>>> issues wherever possible if you encounter bugs, (use 2.9.0b2 in the
>> version
>>> 
>>>> dropdown filter when creating the issue).
>>> 
>>>> 
>>> 
>>>> For clarity, this is not an official release of Apache Airflow either -
>>> 
>>>> that doesn't happen until we make a release candidate and then vote on
>> that.
>>> 
>>>> 
>>> 
>>>> Airflow 2.9.0b2 is available at:
>>> 
>>>> 
>> https://urldefense.com/v3/__https://dist.apache.org/repos/dist/dev/airflow/2.9.0b2/__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK7f_zUkew$
>> <
>> https://urldefense.com/v3/__https:/dist.apache.org/repos/dist/dev/airflow/2.9.0b2/__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK7f_zUkew$
>>> 
>>> 
>>>> 
>>> 
>>>> *apache-airflow-2.9.0-source.tar.gz* is a source release that comes with
>>> 
>>>> INSTALL instructions.
>>> 
>>>> *apache-airflow-2.9.0.tar.gz* is the binary Python "sdist" release.
>>> 
>>>> *apache_airflow-2.9.0-py3-none-any.whl* is the binary Python wheel
>> "binary"
>>> 
>>>> release.
>>> 
>>>> 
>>> 
>>>> This snapshot has been pushed to PyPI too at
>>> 
>>>> 
>> https://urldefense.com/v3/__https://pypi.org/project/apache-airflow/2.9.0b2/__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK4p9M91Pw$
>> <
>> https://urldefense.com/v3/__https:/pypi.org/project/apache-airflow/2.9.0b2/__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK4p9M91Pw$
>>> 
>>> 
>>>> and can be installed by running the following command:
>>> 
>>>> 
>>> 
>>>> pip install 'apache-airflow==2.9.0b2'
>>> 
>>>> 
>>> 
>>>> *Constraints files* are available at
>>> 
>>>> 
>> https://urldefense.com/v3/__https://github.com/apache/airflow/tree/constraints-2.9.0b2__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK7E1a75CQ$
>> <
>> https://urldefense.com/v3/__https:/github.com/apache/airflow/tree/constraints-2.9.0b2__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK7E1a75CQ$
>>> 
>>> 
>>>> 
>>> 
>>>> Release Notes:
>>> 
>>>> 
>> https://urldefense.com/v3/__https://github.com/apache/airflow/blob/2.9.0b2/RELEASE_NOTES.rst__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK6HLhPrSA$
>> <
>> https://urldefense.com/v3/__https:/github.com/apache/airflow/blob/2.9.0b2/RELEASE_NOTES.rst__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK6HLhPrSA$
>>> 
>>> 
>>>> 
>>> 
>>>> *Changes since 2.8.4:*
>>> 
>>>> 
>>> 
>>>> *Significant Changes*
>>> 
>>>> 
>>> 
>>>> *Following Listener API methods are considered stable and can be used
>> for
>>> 
>>>> production system (were experimental feature in older Airflow versions)
>>> 
>>>> (#36376):*
>>> 
>>>> 
>>> 
>>>> Lifecycle events:
>>> 
>>>> 
>>> 
>>>> - ``on_starting``
>>> 
>>>> - ``before_stopping``
>>> 
>>>> 
>>> 
>>>> DagRun State Change Events:
>>> 
>>>> 
>>> 
>>>> - ``on_dag_run_running``
>>> 
>>>> - ``on_dag_run_success``
>>> 
>>>> - ``on_dag_run_failed``
>>> 
>>>> 
>>> 
>>>> TaskInstance State Change Events:
>>> 
>>>> 
>>> 
>>>> - ``on_task_instance_running``
>>> 
>>>> - ``on_task_instance_success``
>>> 
>>>> - ``on_task_instance_failed``
>>> 
>>>> 
>>> 
>>>> *Support for Microsoft SQL-Server for Airflow Meta Database has been
>>> 
>>>> removed (#36514)*
>>> 
>>>> 
>>> 
>>>> After `discussion <
>>> 
>>>> 
>> https://urldefense.com/v3/__https://lists.apache.org/thread/r06j306hldg03g2my1pd4nyjxg78b3h4__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK5ggbfBpg$
>> <
>> https://urldefense.com/v3/__https:/lists.apache.org/thread/r06j306hldg03g2my1pd4nyjxg78b3h4__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK5ggbfBpg$
>>>> `__
>>> 
>>>> and a `voting process <
>>> 
>>>> 
>> https://urldefense.com/v3/__https://lists.apache.org/thread/pgcgmhf6560k8jbsmz8nlyoxosvltph2__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK6bupIS6g$
>> <
>> https://urldefense.com/v3/__https:/lists.apache.org/thread/pgcgmhf6560k8jbsmz8nlyoxosvltph2__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK6bupIS6g$
>>>> `__,
>>> 
>>>> the Airflow's PMC and Committers have reached a resolution to no longer
>>> 
>>>> maintain MsSQL as a supported Database Backend.
>>> 
>>>> 
>>> 
>>>> As of Airflow 2.9.0 support of MsSQL has been removed for Airflow
>> Database
>>> 
>>>> Backend.
>>> 
>>>> 
>>> 
>>>> A migration script which can help migrating the database *before*
>> upgrading
>>> 
>>>> to Airflow 2.9.0 is available in
>>> 
>>>> `airflow-mssql-migration repo on Github <
>>> 
>>>> 
>> https://urldefense.com/v3/__https://github.com/apache/airflow-mssql-migration__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK6His75uw$
>> <
>> https://urldefense.com/v3/__https:/github.com/apache/airflow-mssql-migration__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK6His75uw$
>>>> `_.
>>> 
>>>> Note that the migration script is provided without support and warranty.
>>> 
>>>> 
>>> 
>>>> This does not affect the existing provider packages (operators and
>> hooks),
>>> 
>>>> DAGs can still access and process data from MsSQL.
>>> 
>>>> 
>>> 
>>>> *Dataset URIs are now validated on input (#37005)*
>>> 
>>>> 
>>> 
>>>> Datasets must use a URI that conform to rules laid down in AIP-60, and
>> the
>>> 
>>>> value
>>> 
>>>> will be automatically normalized when the DAG file is parsed. See
>>> 
>>>> `documentation on Datasets <
>>> 
>>>> 
>> https://urldefense.com/v3/__https://airflow.apache.org/docs/apache-airflow/stable/authoring-and-scheduling/datasets.html__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK41dzhXtQ$
>> <
>> https://urldefense.com/v3/__https:/airflow.apache.org/docs/apache-airflow/stable/authoring-and-scheduling/datasets.html__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK41dzhXtQ$
>>>> `_
>>> 
>>>> for
>>> 
>>>> a more detailed description on the rules.
>>> 
>>>> 
>>> 
>>>> You may need to change your Dataset identifiers if they look like a URI,
>>> 
>>>> but are
>>> 
>>>> used in a less mainstream way, such as relying on the URI's auth
>> section, or
>>> 
>>>> have a case-sensitive protocol name.
>>> 
>>>> 
>>> 
>>>> *The method ``get_permitted_menu_items`` in ``BaseAuthManager`` has been
>>> 
>>>> renamed ``filter_permitted_menu_items`` (#37627)*
>>> 
>>>> 
>>> 
>>>> *Add REST API actions to Audit Log events (#37734)*
>>> 
>>>> 
>>> 
>>>> The Audit Log ``event`` name for REST API events will be prepended with
>>> 
>>>> ``api.`` or ``ui.``, depending on if it came from the Airflow UI or
>>> 
>>>> externally.
>>> 
>>>> 
>>> 
>>>> *Official support for Python 3.12 (#38025)*
>>> 
>>>> 
>>> 
>>>> There are a few caveats though:
>>> 
>>>> 
>>> 
>>>> * Pendulum2 does not support Python 3.12. For Python 3.12 you need to
>> use
>>> 
>>>> `Pendulum 3 <
>>> 
>>>> 
>> https://urldefense.com/v3/__https://pendulum.eustace.io/blog/announcing-pendulum-3-0-0.html__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK7Epl-RUw$
>> <
>> https://urldefense.com/v3/__https:/pendulum.eustace.io/blog/announcing-pendulum-3-0-0.html__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK7Epl-RUw$
>>>> `_
>>> 
>>>> 
>>> 
>>>> * Minimum SQLAlchemy version supported when Pandas is installed for
>> Python
>>> 
>>>> 3.12 is ``1.4.36`` released in
>>> 
>>>> April 2022. Airflow 2.9.0 increases the minimum supported version of
>>> 
>>>> SQLAlchemy to ``1.4.36`` for all
>>> 
>>>> Python versions.
>>> 
>>>> 
>>> 
>>>> Not all Providers support Python 3.12. At the initial release of Airflow
>>> 
>>>> 2.9.0 the following providers
>>> 
>>>> are released without support for Python 3.12:
>>> 
>>>> 
>>> 
>>>> * ``apache.beam`` - pending on `Apache Beam support for 3.12 <
>>> 
>>>> 
>> https://urldefense.com/v3/__https://github.com/apache/beam/issues/29149__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK7iPXgkIw$
>> <
>> https://urldefense.com/v3/__https:/github.com/apache/beam/issues/29149__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK7iPXgkIw$
>>>> `_
>>> 
>>>> * ``papermill`` - pending on Releasing Python 3.12 compatible papermill
>>> 
>>>> client version
>>> 
>>>>  `including this merged issue <
>>> 
>>>> 
>> https://urldefense.com/v3/__https://github.com/nteract/papermill/pull/771__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK5Uidvi2A$
>> <
>> https://urldefense.com/v3/__https:/github.com/nteract/papermill/pull/771__;!!Ci6f514n9QsL8ck!nDdmZt2BM4BAERowEi8OynoVSS90zEDxAT-yVVfksdVJPSKQfsZS8OWgT5yOKneeZp24s5p5IK5Uidvi2A$
>>>> `_
>>> 
>>>> 
>>> 
>>>> *Prevent large string objects from being stored in the Rendered Template
>>> 
>>>> Fields (#38094)*
>>> 
>>>> 
>>> 
>>>> There's now a limit to the length of data that can be stored in the
>>> 
>>>> Rendered Template Fields.
>>> 
>>>> The limit is set to 4096 characters. If the data exceeds this limit, it
>>> 
>>>> will be truncated. You can change this limit
>>> 
>>>> by setting the ``[core]max_template_field_length`` configuration option
>> in
>>> 
>>>> your airflow config.
>>> 
>>>> 
>>> 
>>>> *Change xcom table column value type to longblob for MySQL backend
>> (#38401)*
>>> 
>>>> Xcom table column ``value`` type has changed from ``blob`` to
>> ``longblob``.
>>> 
>>>> This will allow you to store relatively big data in Xcom but process can
>>> 
>>>> take a significant amount of time if you have a lot of large data
>> stored in
>>> 
>>>> Xcom.
>>> 
>>>> 
>>> 
>>>> To downgrade from revision: ``b4078ac230a1``, ensure that you don't have
>>> 
>>>> Xcom values larger than 65,535 bytes. Otherwise, you'll need to clean
>> those
>>> 
>>>> rows or run ``airflow db clean xcom`` to clean the Xcom table.
>>> 
>>>> 
>>> 
>>>> *New Features*
>>> 
>>>> - Allow users to write dag_id and task_id in their national characters,
>>> 
>>>> added display name for dag / task (v2) (#38446)
>>> 
>>>> - Prevent large objects from being stored in the RTIF (#38094)
>>> 
>>>> - Use current time to calculate duration when end date is not present.
>>> 
>>>> (#38375)
>>> 
>>>> - Add average duration mark line in task and dagrun duration charts.
>>> 
>>>> (#38214, #38434)
>>> 
>>>> - Add button to manually create dataset events (#38305)
>>> 
>>>> - Add ``Matomo`` as an option for analytics_tool. (#38221)
>>> 
>>>> - Experimental: Support custom weight_rule implementation to calculate
>> the
>>> 
>>>> TI priority_weight (#38222)
>>> 
>>>> - Adding ability to automatically set DAG to off after X times it failed
>>> 
>>>> sequentially (#36935)
>>> 
>>>> - Add dataset conditions to next run datasets modal (#38123)
>>> 
>>>> - Add task log grouping to UI (#38021)
>>> 
>>>> - Add dataset_expression to grid dag details (#38121)
>>> 
>>>> - Introduce mechanism to support multiple executor configuration
>> (#37635)
>>> 
>>>> - Add color formatting for ANSI chars in logs from task executions
>> (#37985)
>>> 
>>>> - Add the dataset_expression as part of DagModel and DAGDetailSchema
>>> 
>>>> (#37826)
>>> 
>>>> - Add TaskFail entries to Gantt chart (#37918)
>>> 
>>>> - Allow longer rendered_map_index (#37798)
>>> 
>>>> - Inherit the run_ordering from DatasetTriggeredTimetable for
>>> 
>>>> DatasetOrTimeSchedule (#37775)
>>> 
>>>> - Implement AIP-60 Dataset URI formats (#37005)
>>> 
>>>> - Introducing Logical Operators for dataset conditional logic (#37101)
>>> 
>>>> - Add post endpoint for dataset events (#37570)
>>> 
>>>> - Show custom instance names for a mapped task in UI (#36797)
>>> 
>>>> - Add excluded/included events to get_event_logs api (#37641)
>>> 
>>>> - Add datasets to dag graph (#37604)
>>> 
>>>> - Show dataset events above task/run details in grid view (#37603)
>>> 
>>>> - Introduce new config variable to control whether DAG processor
>> outputs to
>>> 
>>>> stdout (#37439)
>>> 
>>>> - Make Datasets ``hashable`` (#37465)
>>> 
>>>> - Add conditional logic for dataset triggering (#37016)
>>> 
>>>> - Implement task duration page in react. (#35863)
>>> 
>>>> - Add ``queuedEvent`` endpoint to get/delete DatasetDagRunQueue (#37176)
>>> 
>>>> - Support multiple XCom output in the BaseOperator (#37297)
>>> 
>>>> - AIP-58: Add object storage backend for xcom (#37058)
>>> 
>>>> - Introduce ``DatasetOrTimeSchedule`` (#36710)
>>> 
>>>> - Add ``on_skipped_callback`` to ``BaseOperator`` (#36374)
>>> 
>>>> - Allow override of hovered navbar colors (#36631)
>>> 
>>>> - Create new Metrics with Tagging (#36528)
>>> 
>>>> - Add support for openlineage to AFS and common.io (#36410)
>>> 
>>>> - Introduce ``@task.bash`` TaskFlow decorator (#30176, #37875)
>>> 
>>>> - Added functionality to automatically ingest custom airflow.cfg file
>> upon
>>> 
>>>> startup (#36289)
>>> 
>>>> 
>>> 
>>>> *Improvements*
>>> 
>>>> - Update Confirmation Logic for Config Changes on Sensitive Environments
>>> 
>>>> Like Production (#38299)
>>> 
>>>> - Improve datasets graph UX (#38476)
>>> 
>>>> - Only show latest dataset event timestamp after last run (#38340)
>>> 
>>>> - Add button to clear only failed tasks in a dagrun. (#38217)
>>> 
>>>> - Delete all old dag pages and redirect to grid view (#37988)
>>> 
>>>> - Check task attribute before use in sentry.add_tagging() (#37143)
>>> 
>>>> - Mysql change xcom value col type for MySQL backend (#38401)
>>> 
>>>> - ``ExternalPythonOperator`` use version from ``sys.version_info``
>> (#38377)
>>> 
>>>> - Replace too broad exceptions into the Core (#38344)
>>> 
>>>> - Add CLI support for bulk pause and resume of DAGs (#38265)
>>> 
>>>> - Implement methods on TaskInstancePydantic and DagRunPydantic (#38295,
>>> 
>>>> #38302, #38303, #38297)
>>> 
>>>> - Made filters bar collapsible and add a full screen toggle (#38296)
>>> 
>>>> - Encrypt all trigger attributes (#38233)
>>> 
>>>> - Upgrade react-table package. Use with Audit Log table (#38092)
>>> 
>>>> - Show if dag page filters are active (#38080)
>>> 
>>>> - Add try number to mapped instance (#38097)
>>> 
>>>> - Add retries to job heartbeat (#37541)
>>> 
>>>> - Add REST API events to Audit Log (#37734)
>>> 
>>>> - Make current working directory as templated field in BashOperator
>> (#37968)
>>> 
>>>> - Add calendar view to react (#37909)
>>> 
>>>> - Add ``run_id`` column to log table (#37731)
>>> 
>>>> - Add ``tryNumber`` to grid task instance tooltip (#37911)
>>> 
>>>> - Session is not used in _do_render_template_fields (#37856)
>>> 
>>>> - Improve MappedOperator property types (#37870)
>>> 
>>>> - Remove provide_session decorator from TaskInstancePydantic methods
>>> 
>>>> (#37853)
>>> 
>>>> - Ensure the "airflow.task" logger used for TaskInstancePydantic and
>>> 
>>>> TaskInstance (#37857)
>>> 
>>>> - Better error message for internal api call error (#37852)
>>> 
>>>> - Increase tooltip size of dag grid view (#37782) (#37805)
>>> 
>>>> - Use named loggers instead of root logger (#37801)
>>> 
>>>> - Add Run Duration in React (#37735)
>>> 
>>>> - Avoid non-recommended usage of logging (#37792)
>>> 
>>>> - Improve DateTimeTrigger typing (#37694)
>>> 
>>>> - Make sure all unique run_ids render a task duration bar (#37717)
>>> 
>>>> - Add Dag Audit Log to React (#37682)
>>> 
>>>> - Add log event for auto pause (#38243)
>>> 
>>>> - Better message for exception for templated base operator fields
>> (#37668)
>>> 
>>>> - Clean up webserver endpoints adding to audit log (#37580)
>>> 
>>>> - Filter datasets graph by dag_id (#37464)
>>> 
>>>> - Use new exception type inheriting BaseException for SIGTERMs (#37613)
>>> 
>>>> - Refactor dataset class inheritance (#37590)
>>> 
>>>> - Simplify checks for package versions (#37585)
>>> 
>>>> - Filter Datasets by associated dag_ids (GET /datasets) (#37512)
>>> 
>>>> - Enable "airflow tasks test" to run deferrable operator (#37542)
>>> 
>>>> - Make datasets list/graph width adjustable (#37425)
>>> 
>>>> - Speedup determine installed airflow version in
>> ``ExternalPythonOperator``
>>> 
>>>> (#37409)
>>> 
>>>> - Add more task details from rest api (#37394)
>>> 
>>>> - Add confirmation dialog box for DAG run actions (#35393)
>>> 
>>>> - Added shutdown color to the STATE_COLORS (#37295)
>>> 
>>>> - Remove legacy dag details page and redirect to grid (#37232)
>>> 
>>>> - Order XCom entries by map index in API (#37086)
>>> 
>>>> - Add data_interval_start and data_interval_end in dagrun create API
>>> 
>>>> endpoint (#36630)
>>> 
>>>> - Making links in task logs as hyperlinks by preventing HTML injection
>>> 
>>>> (#36829)
>>> 
>>>> - Improve ExternalTaskSensor Async Implementation (#36916)
>>> 
>>>> - Make Datasets ``Pathlike`` (#36947)
>>> 
>>>> - Simplify query for orphaned tasks (#36566)
>>> 
>>>> - Add deferrable param in FileSensor (#36840)
>>> 
>>>> - Run Trigger Page: Configurable number of recent configs (#36878)
>>> 
>>>> - Merge ``nowait`` and skip_locked into with_row_locks (#36889)
>>> 
>>>> - Return the specified field when get ``dag/dagRun`` in the REST API
>>> 
>>>> (#36641)
>>> 
>>>> - Only iterate over the items if debug is enabled for
>>> 
>>>> DagFileProcessorManager (#36761)
>>> 
>>>> - Add a fuzzy/regex pattern-matching for metric allow and block list
>>> 
>>>> (#36250)
>>> 
>>>> - Allow custom columns in cli dags list (#35250)
>>> 
>>>> - Make it possible to change the default cron timetable (#34851)
>>> 
>>>> - Some improvements to Airflow IO code (#36259)
>>> 
>>>> - Improve TaskInstance typing hints (#36487)
>>> 
>>>> - Remove dependency of ``Connexion`` from auth manager interface
>> (#36209)
>>> 
>>>> - Refactor ExternalDagLink to not create ad hoc TaskInstances (#36135)
>>> 
>>>> 
>>> 
>>>> *Bug Fixes*
>>> 
>>>> - Show abandoned tasks in Grid View (#38511)
>>> 
>>>> - Apply task instance mutation hook consistently (#38440)
>>> 
>>>> - Override ``chakra`` styles to keep ``dropdowns`` in filter bar
>> (#38456)
>>> 
>>>> - Store duration in seconds and scale to handle case when a value in the
>>> 
>>>> series has a larger unit than the preceding durations. (#38374)
>>> 
>>>> - Don't allow defaults other than None in context parameters, and
>> improve
>>> 
>>>> error message (#38015)
>>> 
>>>> - Make postgresql default engine args comply with SA 2.0 (#38362)
>>> 
>>>> - Add return statement to yield within a while loop in triggers (#38389)
>>> 
>>>> - Ensure ``__exit__`` is called in decorator context managers (#38383)
>>> 
>>>> - Make the method ``BaseAuthManager.is_authorized_custom_view`` abstract
>>> 
>>>> (#37915)
>>> 
>>>> - Add upper limit to planned calendar events calculation (#38310)
>>> 
>>>> - Fix Scheduler in daemon mode doesn't create PID at the specified
>> location
>>> 
>>>> (#38117)
>>> 
>>>> - Properly serialize TaskInstancePydantic and DagRunPydantic (#37855)
>>> 
>>>> - Fix graph task state border color (#38084)
>>> 
>>>> - Add back methods removed in security manager (#37997)
>>> 
>>>> - Don't log "403" from worker serve-logs as "Unknown error". (#37933)
>>> 
>>>> - Fix execution data validation error in ``/get_logs_with_metadata``
>>> 
>>>> endpoint (#37756)
>>> 
>>>> - Fix task duration selection (#37630)
>>> 
>>>> - Refrain from passing ``encoding`` to the SQL engine in SQLAlchemy v2
>>> 
>>>> (#37545)
>>> 
>>>> - Fix 'implicitly coercing SELECT object to scalar subquery' in latest
>> dag
>>> 
>>>> run statement (#37505)
>>> 
>>>> - Clean up typing with max_execution_date query builder (#36958)
>>> 
>>>> - Optimize max_execution_date query in single dag case (#33242)
>>> 
>>>> - Fix list dags command for get_dagmodel is None (#36739)
>>> 
>>>> - Load ``consuming_dags`` attr eagerly before dataset listener (#36247)
>>> 
>>>> 
>>> 
>>>> *Miscellaneous*
>>> 
>>>> - Use ``importlib_metadata`` with compat to Python 3.10/3.12 ``stdlib``
>>> 
>>>> (#38366)
>>> 
>>>> - Refactored ``__new__`` magic method of BaseOperatorMeta to avoid bad
>>> 
>>>> mixing classic and decorated operators (#37937)
>>> 
>>>> - Use ``sys.version_info`` for determine Python Major.Minor (#38372)
>>> 
>>>> - Add missing deprecated Fab auth manager (#38376)
>>> 
>>>> - Remove unused loop variable from airflow package (#38308)
>>> 
>>>> - Adding max consecutive failed dag runs info in UI (#38229)
>>> 
>>>> - Bump minimum version of ``blinker`` add where it requires (#38140)
>>> 
>>>> - Bump follow-redirects from 1.15.4 to 1.15.6 in /airflow/www (#38156)
>>> 
>>>> - Bump Cryptography to ``> 39.0.0`` (#38112)
>>> 
>>>> - Add Python 3.12 support (#36755, #38025, #36595)
>>> 
>>>> - Avoid use of ``assert`` outside of the tests (#37718)
>>> 
>>>> - Update ObjectStoragePath for universal_pathlib>=v0.2.2 (#37930)
>>> 
>>>> - Resolve G004: Logging statement uses f-string (#37873)
>>> 
>>>> - Update build and install dependencies. (#37910)
>>> 
>>>> - Bump sanitize-html from 2.11.0 to 2.12.1 in /airflow/www (#37833)
>>> 
>>>> - Update to latest installer versions. (#37754)
>>> 
>>>> - Deprecate smtp configs in airflow settings / local_settings (#37711)
>>> 
>>>> - Deprecate PY* constants into the airflow module (#37575)
>>> 
>>>> - Remove usage of deprecated ``flask._request_ctx_stack`` (#37522)
>>> 
>>>> - Remove redundant ``login`` attribute in ``airflow.__init__.py``
>> (#37565)
>>> 
>>>> - Upgrade to FAB 4.3.11 (#37233)
>>> 
>>>> - Remove SCHEDULED_DEPS which is no longer used anywhere since 2.0.0
>>> 
>>>> (#37140)
>>> 
>>>> - Replace ``datetime.datetime.utcnow`` by
>> ``airflow.utils.timezone.utcnow``
>>> 
>>>> in core (#35448)
>>> 
>>>> - Bump aiohttp min version to avoid CVE-2024-23829 and CVE-2024-23334
>>> 
>>>> (#37110)
>>> 
>>>> - Move config related to FAB auth manager to FAB provider (#36232)
>>> 
>>>> - Remove MSSQL support form Airflow core (#36514)
>>> 
>>>> - Remove ``is_authorized_cluster_activity`` from auth manager (#36175)
>>> 
>>>> - Create FAB provider and move FAB auth manager in it (#35926)
>>> 
>>>> 
>>> 
>>>> *Doc Only Changes*
>>> 
>>>> - Removed/Updated Outdated UI screenshots from documentation (#38403,
>>> 
>>>> #38438, #38435)
>>> 
>>>> - Remove section as it's no longer true with dataset expressions PR
>> (#38370)
>>> 
>>>> - Refactor DatasetOrTimeSchedule timetable docs (#37771)
>>> 
>>>> - Migrate executor docs to respective providers (#37728)
>>> 
>>>> - Add directive to render a list of URI schemes (#37700)
>>> 
>>>> - Add doc page with providers deprecations (#37075)
>>> 
>>>> - Add a cross reference to security policy (#37004)
>>> 
>>>> - Improve AIRFLOW__WEBSERVER__BASE_URL docs (#37003)
>>> 
>>>> - Update faq.rst with (hopefully) clearer description of start_date
>> (#36846)
>>> 
>>>> - Update public interface doc re operators (#36767)
>>> 
>>>> - Add ``exception`` to templates ref list (#36656)
>>> 
>>>> - Add auth manager interface as public interface (#36312)
>>> 
>>>> - Reference fab provider documentation in Airflow documentation (#36310)
>>> 
>>>> - Create auth manager documentation (#36211)
>>> 
>>>> - Update permission docs (#36120)
>>> 
>>>> - Docstring improvement to _covers_every_hour (#36081)
>>> 
>>>> - Add note that task instance, dag and lifecycle listeners are
>>> 
>>>> non-experimental (#36376)
>>> 
>>>> 
>>> 
>>>> Cheers,
>>> 
>>>> Ephraim
>>> 
>>> 
>>> 
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>>> 
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>>> 
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>>> 
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