flow(retries) incompatible with Beautiful Soup

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Bug summary

When I use beautiful soup, when this line of code takes place soup = BeautifulSoup(response.content, 'lxml') <<(I think this parses the entire html from the page)

and when there are retries for the flow, it throws an error.

I tried putting the retries in task, which doesn't throw an error. But I'm just wondering if this is a bug or not. If it is I'm wondering what is causing the error.

Reproduction

import requests
from bs4 import BeautifulSoup
from prefect import flow, task

@task()
def scrape():
    url = "https://quotes.toscrape.com/"
    response = requests.get(url)
    print(response)
    soup = BeautifulSoup(response.content, 'lxml')
    return soup

@flow(retries=2)
def main_flow():
    soup = scrape()

if __name__ == "__main__":
    main_flow()

Error

8:55:01.879 | ERROR   | Task run 'scrape-0' - Crash detected! Execution was interrupted by an unexpected exception: Traceback (most recent call 
last):
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 632, in dump
    return Pickler.dump(self, obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 723, in reducer_override
    if sys.version_info[:2] < (3, 7) and _is_parametrized_type_hint(obj):  # noqa  # pragma: no branch
RecursionError: maximum recursion depth exceeded in comparison

The above exception was the direct cause of the following exception:

_pickle.PicklingError: Could not pickle object as excessively deep recursion required.

18:55:02.001 | ERROR   | Flow run 'organic-robin' - Encountered exception during execution:
Traceback (most recent call last):
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 632, in dump
    return Pickler.dump(self, obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 723, in reducer_override
    if sys.version_info[:2] < (3, 7) and _is_parametrized_type_hint(obj):  # noqa  # pragma: no branch
RecursionError: maximum recursion depth exceeded in comparison

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 665, in orchestrate_flow_run
    result = await run_sync(flow_call)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\utilities\asyncutils.py", line 156, in run_sync_in_interruptible_worker_thread
    tg.start_soon(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 662, in __aexit__
    raise exceptions[0]
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\to_thread.py", line 31, in run_sync
    return await get_asynclib().run_sync_in_worker_thread(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 937, in run_sync_in_worker_thread        
    return await future
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 867, in run
    result = context.run(func, *args)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\utilities\asyncutils.py", line 135, in capture_worker_thread_and_result
    result = __fn(*args, **kwargs)
  File "c:\Users\cloud\OneDrive\Desktop\programming\zoomcamp_2023\project\tester.py", line 17, in main_flow
    soup = scrape()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\tasks.py", line 469, in __call__
    return enter_task_run_engine(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 965, in enter_task_run_engine
    return run_async_from_worker_thread(begin_run)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\utilities\asyncutils.py", line 177, in run_async_from_worker_thread 
    return anyio.from_thread.run(call)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\from_thread.py", line 49, in run
    return asynclib.run_async_from_thread(func, *args)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 970, in run_async_from_thread
    return f.result()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\concurrent\futures\_base.py", line 446, in result
    return self.__get_result()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\concurrent\futures\_base.py", line 391, in __get_result
    raise self._exception
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 1114, in get_task_call_return_value
    return await future._result()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\futures.py", line 237, in _result
    return await final_state.result(raise_on_failure=raise_on_failure, fetch=True)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\states.py", line 91, in _get_state_result
    raise await get_state_exception(state)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\task_runners.py", line 207, in submit
    result = await call()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 1351, in begin_task_run
    state = await orchestrate_task_run(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 1558, in orchestrate_task_run
    terminal_state = await return_value_to_state(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\states.py", line 291, in return_value_to_state
    return Completed(data=await result_factory.create_result(data))
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\results.py", line 317, in create_result
    return await PersistedResult.create(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\results.py", line 477, in create
    data = serializer.dumps(obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\serializers.py", line 144, in dumps
    blob = pickler.dumps(obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 73, in dumps
    cp.dump(obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 639, in dump
    raise pickle.PicklingError(msg) from e
_pickle.PicklingError: Could not pickle object as excessively deep recursion required.
18:55:02.138 | ERROR   | Flow run 'organic-robin' - Finished in state Failed('Flow run encountered an exception. Traceback (most recent call last):\n  File "C:\\Users\\cloud\\anaconda3\\envs\\pltr_project\\lib\\site-packages\\cloudpickle\\cloudpickle_fast.py", line 632, in dump\n    return Pickler.dump(self, obj)\n  File "C:\\Users\\cloud\\anaconda3\\envs\\pltr_project\\lib\\site-packages\\cloudpickle\\cloudpickle_fast.py", line 723, in reducer_override\n    if sys.version_info[:2] < (3, 7) and _is_parametrized_type_hint(obj):  # noqa  # pragma: no branch\nRecursionError: maximum recursion depth exceeded in comparison\n\nThe above exception was the direct cause of the following exception:\n\n_pickle.PicklingError: Could not pickle object as excessively deep recursion required.\n')
Traceback (most recent call last):
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 632, in dump
    return Pickler.dump(self, obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 723, in reducer_override
    if sys.version_info[:2] < (3, 7) and _is_parametrized_type_hint(obj):  # noqa  # pragma: no branch
RecursionError: maximum recursion depth exceeded in comparison

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "c:\Users\cloud\OneDrive\Desktop\programming\zoomcamp_2023\project\tester.py", line 20, in <module>
    main_flow()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\flows.py", line 468, in __call__
    return enter_flow_run_engine_from_flow_call(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 175, in enter_flow_run_engine_from_flow_call       
    return anyio.run(begin_run)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_core\_eventloop.py", line 70, in run
    return asynclib.run(func, *args, **backend_options)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 292, in run
    return native_run(wrapper(), debug=debug)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\asyncio\runners.py", line 44, in run
    return loop.run_until_complete(main)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\asyncio\base_events.py", line 647, in run_until_complete
    return future.result()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 287, in wrapper
    return await func(*args)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\client\utilities.py", line 47, in with_injected_client
    return await fn(*args, **kwargs)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 256, in create_then_begin_flow_run
    return await state.result(fetch=True)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\states.py", line 91, in _get_state_result
    raise await get_state_exception(state)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 665, in orchestrate_flow_run
    result = await run_sync(flow_call)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\utilities\asyncutils.py", line 156, in run_sync_in_interruptible_worker_thread
    tg.start_soon(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 662, in __aexit__
    raise exceptions[0]
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\to_thread.py", line 31, in run_sync
    return await get_asynclib().run_sync_in_worker_thread(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 937, in run_sync_in_worker_thread        
    return await future
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 867, in run
    result = context.run(func, *args)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\utilities\asyncutils.py", line 135, in capture_worker_thread_and_result
    result = __fn(*args, **kwargs)
  File "c:\Users\cloud\OneDrive\Desktop\programming\zoomcamp_2023\project\tester.py", line 17, in main_flow
    soup = scrape()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\tasks.py", line 469, in __call__
    return enter_task_run_engine(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 965, in enter_task_run_engine
    return run_async_from_worker_thread(begin_run)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\utilities\asyncutils.py", line 177, in run_async_from_worker_thread 
    return anyio.from_thread.run(call)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\from_thread.py", line 49, in run
    return asynclib.run_async_from_thread(func, *args)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\anyio\_backends\_asyncio.py", line 970, in run_async_from_thread
    return f.result()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\concurrent\futures\_base.py", line 446, in result
    return self.__get_result()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\concurrent\futures\_base.py", line 391, in __get_result
    raise self._exception
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 1114, in get_task_call_return_value
    return await future._result()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\futures.py", line 237, in _result
    return await final_state.result(raise_on_failure=raise_on_failure, fetch=True)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\states.py", line 91, in _get_state_result
    raise await get_state_exception(state)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\task_runners.py", line 207, in submit
    result = await call()
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 1351, in begin_task_run
    state = await orchestrate_task_run(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\engine.py", line 1558, in orchestrate_task_run
    terminal_state = await return_value_to_state(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\states.py", line 291, in return_value_to_state
    return Completed(data=await result_factory.create_result(data))
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\results.py", line 317, in create_result
    return await PersistedResult.create(
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\results.py", line 477, in create
    data = serializer.dumps(obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\prefect\serializers.py", line 144, in dumps
    blob = pickler.dumps(obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 73, in dumps
    cp.dump(obj)
  File "C:\Users\cloud\anaconda3\envs\pltr_project\lib\site-packages\cloudpickle\cloudpickle_fast.py", line 639, in dump
    raise pickle.PicklingError(msg) from e
_pickle.PicklingError: Could not pickle object as excessively deep recursion required.

Versions

Requirements I have for the envrionment:
beautifulsoup4==4.12.0
lxml==4.9.2
pandas==1.5.2
prefect==2.8.5
prefect-sqlalchemy==0.2.2
protobuf==4.21.11
pyarrow==10.0.1
psycopg2-binary==2.9.5
sqlalchemy==1.4.46

Additional context

No response

PrefectHQ / prefect

flow(retries) incompatible with Beautiful Soup #8987