Co-authored-by: NDevosend <devosend@gmail.com>

[3.0.1-prepare]cherry-pick [Bug] [Worker] Optimize the getAppId method to avoid worker OOM when kill task (#11994)

* cherry-pick [Bug] [Worker] Optimize the getAppId method to avoid worker OOM when kill task
Co-authored-by: NWenjun Ruan <wenjun@apache.org>

[3.0.1-prepare]cherry-pick Fix kill task failed will cause the taskGroup cannot release and add taskGroup log (#11469) (#12013)

* Fix kill task failed will cause the taskGroup cannot release and add taskGroup log (#11469)

(cherry picked from commit 4d13a510)

Co-authored-by: Nxiangzihao <460888207@qq.com>

Co-authored-by: Nshiyu li <675590586@qq.com>

Set master's task running status in `runTask` to avoid the task group acquire failed, but the task status is in running (#11451) (#12011)

(cherry picked from commit 05589606)

* [Cherry-pick-3.0.1][fix-#11691] Add lz4-java in clickhouse datasource. #11697

* [Cherry-pick-3.0.1][fix-#11689] change replaceAll to replace in method of tryExecuteSqlResolveColumnNames #11696

* [fix-11378] fix API-Server release response message typo (#11400)

* [fix-11295] remove duplicate classes

* [fix-11378] fix response message error
Co-authored-by: Nfuchanghai <changhai.fu@marketingforce.com>
Co-authored-by: Nfuchanghai <33984497+fuchanghai@users.noreply.github.com>
Co-authored-by: Nfuchanghai <changhai.fu@marketingforce.com>

Currently, our core and side module dependent on each others. and will cause
cycle import in our codebase, especially in issue #10905, we try to refactor
to solve this problem.

This patch do the following change:

* Rename module `side` to `models`
* Move `core/base` and `core/sidebase` to dir `modules`
* Move `configuration` and `default_config.yaml` to the root of pydolphinscheduler

(cherry picked from commit 7a766cbc)

* Change version of package
* Fix tox error
* Change dev status to beta
* py4j not work on py{10,11} OS Windows

(cherry picked from commit 4d427ee2)

(cherry picked from commit c59a8503)

Co-authored-by: NJiajie Zhong <zhongjiajie955@gmail.com>
(cherry picked from commit 635fde19)

(cherry picked from commit 564a815d)

(cherry picked from commit ce8db1c5)

(cherry picked from commit 6e4d974b)

* Fix homepage email link bug

* Replace dev with latest

(cherry picked from commit 3e738299)

(cherry picked from commit eda9f3d5)

* Fix resource center docs for standalone mode

* Remove useless images

(cherry picked from commit ff4d2c94)

(cherry picked from commit 5813a61f)

* [Improvement-11550] [Doc]Document content update

* Update pictures

* fix

* Update Process word to Workflow
Co-authored-by: NDavid <davidzollo365@gmail.com>
(cherry picked from commit 3e360a8e)

* Update instructions on worker groups

(cherry picked from commit 9330d6cf)

(cherry picked from commit e3c6ace8)

[Doc][Resources] Instruct users to use local storage if they have remote storage mounted to local (#11435)

* [Doc][Resources] Instruct users to use local storage if they have remote storage mounted to local (#11427)

* Remove dead link in pyds README

* Add hyperlinks for docs
Co-authored-by: NJiajie Zhong <zhongjiajie955@hotmail.com>

(cherry picked from commit 9d6fc92a)

* feat: Modifying Slack Links

* append
Co-authored-by: NJiajie Zhong <zhongjiajie955@gmail.com>

(cherry picked from commit de4e4af8)

* Using sphinx-multiversion to support multiple version
of python api document
* change python api sidebar link
* fix whitelist_externals deprecated and add git

close: #8227

(cherry picked from commit 26afd655)

(cherry picked from commit e9ccaffb)

* add postgresql config for datasoruce-setting

* Update docs/docs/en/guide/howto/datasource-setting.md
Co-authored-by: NEric Gao <ericgao.apache@gmail.com>
(cherry picked from commit c76301ab)

(cherry picked from commit 8ad6e10d)

* Add dependent task instance log

* Optimize log

* Fix dependent task initialize failed will throw exception

(cherry picked from commit a41c6824)

(cherry picked from commit 4362fb84)

Fix workflow instance may failover many times due to doesn't check the restart time (#11445) (#12010)

(cherry picked from commit 0ca30862)

(cherry picked from commit a2b52193)

* Fix quartz threadPriority config name error

* Add batchTriggerAcquisitionMaxCount config

(cherry picked from commit 8886d5a1)

(cherry picked from commit 496c2d4b)

(cherry picked from commit 47b50067)

cherry-pick [Bug](dependent) Dependent downstream trigger error when schedule cycle not day. (#11987)
Co-authored-by: NStalary <stalary@163.com>

* fix cluster test abnormal
Co-authored-by: Nxiangzihao <460888207@qq.com>

* [Improvement][scp-host.sh] Set StrictHostKeyChecking=no option to ssh

* add StrictHostKeyChecking=no option to status-all.sh
Co-authored-by: Nrickchengx <38122586+rickchengx@users.noreply.github.com>

Co-authored-by: NEvans Sun <abzymeinsjtu@gmail.com>