Currently, our Python API code is a module in apache/dolphinscheduler codebase,
each time users change Python API code, they need to run all requests CI check
for dolphinscheduler and Python API, But if the user does only change Python
code, it could be merged if Python API CI pass and do not dependent on others CI.
Besides, we release Python API as the same version of dolphinscheduler. It is
easy for user to match Python API version. But when Python API does not change
any code, but dolphinscheduler release a bugfix version, Python API has to
release the new version to match dolphinscheduler. This happened when we
released Python API 2.0.6 and 2.0.7. 2.0.6 and 2.0.7 is bugfix version, and
Python API does not change any code, so the PyPI package is the same.
Separate Python API also makes our code more sense, we will have more
distinguished code in dolphinscheduler and Python API new repository.
Have separate issue tracker and changelog for information to users.
ref PR in other repository: apache/dolphinscheduler-sdk-python#1
see more detail in mail thread: https://lists.apache.org/thread/4z7l5l54c4d81smjlk1n8nq380p9f0oo
xiangzihao
Wenjun Ruan
Jay Chung
caishunfeng
Jiajie Zhong