Use SeleniumBase in Jupyter Notebook (vscode)

[RoosterZhao]

I want to use SeleniumBase in Jupyter Notebook, but face some errors, please help.

The idea is to firstly create a SB object in a cell, then write my code slowly cell by cell until I finish all the automation I need. After that I can switch to the normal BaseCase mode.
I don't know how others write their automation scripts, it's super hard for me to write blindly, Jupyter Notebook would help me a lot if it works.

The SB class is created to be used with "with" clause.
with below two lines, I got error: '_GeneratorContextManager' object has no attribute 'open'
sb = SB()
sb.open("https://www.google.com")

then I tried another way, but the browser window is closed right after it's opened, the open method gives error: raise NoSuchWindowException("Active window was already closed!")
sb = SB().__enter__()
sb.open("https://www.google.com")

Please suggest a solution to this issue.

[RoosterZhao]

I'm totally new to SeleniumBase and Selenium, please pardon my stuip questions.

I found Driver class work well for my use case, I only have one worry, is this Driver the raw selenium driver?
I want to use the handy features from SeleniumBase, the raw selenium is "flaky long and messy".

below code works well for me, the methods from driver instance are for super SeleniumBase?

from seleniumbase import Driver
driver = Driver()
driver.open("seleniumbase.io/demo_page")

Another question, I want to initialize the browser with some ChromeOptions, but I don't know how to do that with Driver or SB.
basically, I want to customize these options:
"download.default_directory": download_dir,
"download.prompt_for_download": False,
"download.directory_upgrade": True,
"safebrowsing.enabled": True,
"plugins.always_open_pdf_externally": True

from seleniumbase import Driver
driver = Driver()
.....