Version mismatch with multiprocess and dill on Python 3.10
Author: adampauls
State: open

### Describe the bug

Grabbing the latest version of `datasets` and `apache-beam` with `poetry` using Python 3.10 gives a crash at runtime. The crash is
```
File "/Users/adpauls/sc/git/DSI-transformers/data/NQ/create_NQ_train_vali.py", line 1, in <module>
    import datasets
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/datasets/__init__.py", line 43, in <module>
    from .arrow_dataset import Dataset
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/datasets/arrow_dataset.py", line 65, in <module>
    from .arrow_reader import ArrowReader
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/datasets/arrow_reader.py", line 30, in <module>
    from .download.download_config import DownloadConfig
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/datasets/download/__init__.py", line 9, in <module>
    from .download_manager import DownloadManager, DownloadMode
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/datasets/download/download_manager.py", line 35, in <module>
    from ..utils.py_utils import NestedDataStructure, map_nested, size_str
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/datasets/utils/py_utils.py", line 40, in <module>
    import multiprocess.pool
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/multiprocess/pool.py", line 609, in <module>
    class ThreadPool(Pool):
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/multiprocess/pool.py", line 611, in ThreadPool
    from .dummy import Process
  File "/Users/adpauls/Library/Caches/pypoetry/virtualenvs/yyy-oPbZ7mKM-py3.10/lib/python3.10/site-packages/multiprocess/dummy/__init__.py", line 87, in <module>
    class Condition(threading._Condition):
AttributeError: module 'threading' has no attribute '_Condition'. Did you mean: 'Condition'?
```

I think this is a bad interaction of versions from `dill`, `multiprocess`, `apache-beam`, and `threading` from the Python (3.10) standard lib. Upgrading `multiprocess` to a version that does not crash like this is not possible because `apache-beam` pins `dill` to and old version:
```
Because multiprocess (0.70.10) depends on dill (>=0.3.2)
 and apache-beam (2.45.0) depends on dill (>=0.3.1.1,<0.3.2), multiprocess (0.70.10) is incompatible with apache-beam (2.45.0).
And because no versions of apache-beam match >2.45.0,<3.0.0, multiprocess (0.70.10) is incompatible with apache-beam (>=2.45.0,<3.0.0).
So, because yyy depends on both apache-beam (^2.45.0) and multiprocess (0.70.10), version solving failed.
```

Perhaps it is not right to file a bug here, but I'm not totally sure whose fault it is. And in any case, this is an immediate blocker to using `datasets` out of the box. 

Possibly related to https://github.com/huggingface/datasets/issues/5232. 

### Steps to reproduce the bug

Steps to reproduce:
1. Make a poetry project with this configuration 
   ```
   [tool.poetry]
   name = "yyy"
   version = "0.1.0"
   description = ""
   authors = ["Adam Pauls <adpauls@gmail.com>"]
   readme = "README.md" 
   packages = [{ include = "xxx" }]

   [tool.poetry.dependencies]   
   python = ">=3.10,<3.11"
   datasets = "^2.10.1"
   apache-beam = "^2.45.0"

   [build-system]
   requires = ["poetry-core"]  
   build-backend = "poetry.core.masonry.api"
   ```
   2. `poetry install`. 
   3. `poetry run python -c "import datasets"`. 



### Expected behavior

Script runs.

### Environment info

Python 3.10. Here are the versions installed by `poetry`:

```
•• Installing frozenlist (1.3.3)
  • Installing idna (3.4)
  • Installing multidict (6.0.4)
  • Installing aiosignal (1.3.1)
  • Installing async-timeout (4.0.2)
  • Installing attrs (22.2.0)
  • Installing certifi (2022.12.7)
  • Installing charset-normalizer (3.1.0)
  • Installing six (1.16.0)
  • Installing urllib3 (1.26.14)
  • Installing yarl (1.8.2)
  • Installing aiohttp (3.8.4)
  • Installing dill (0.3.1.1)
  • Installing docopt (0.6.2)
  • Installing filelock (3.9.0)
  • Installing numpy (1.22.4)
  • Installing pyparsing (3.0.9)
  • Installing protobuf (3.19.4)
  • Installing packaging (23.0)
  • Installing python-dateutil (2.8.2)
  • Installing pytz (2022.7.1)
  • Installing pyyaml (6.0)
  • Installing requests (2.28.2)
  • Installing tqdm (4.65.0)
  • Installing typing-extensions (4.5.0)
  • Installing cloudpickle (2.2.1)
  • Installing crcmod (1.7)
  • Installing fastavro (1.7.2)
  • Installing fasteners (0.18)
  • Installing fsspec (2023.3.0)
  • Installing grpcio (1.51.3)
  • Installing hdfs (2.7.0)
  • Installing httplib2 (0.20.4)
  • Installing huggingface-hub (0.12.1)
  • Installing multiprocess (0.70.9)
  • Installing objsize (0.6.1)
  • Installing orjson (3.8.7)
  • Installing pandas (1.5.3)
  • Installing proto-plus (1.22.2)
  • Installing pyarrow (9.0.0)
  • Installing pydot (1.4.2)
  • Installing pymongo (3.13.0)
  • Installing regex (2022.10.31)
  • Installing responses (0.18.0)
  • Installing xxhash (3.2.0)
  • Installing zstandard (0.20.0)
  • Installing apache-beam (2.45.0)
  • Installing datasets (2.10.1)
```

Comments: Sorry, I just found https://github.com/apache/beam/issues/24458. It seems this issue is being worked on. 

Reopening, since I think the docs should inform the user of this problem. For example, [this page](https://huggingface.co/docs/datasets/installation) says 
> Datasets is tested on Python 3.7+.

but it should probably say that Beam Datasets do not work with Python 3.10 (or link to a known issues page). 

Same problem on Colab using a vanilla setup running :
Python 3.10.11 
apache-beam 2.47.0
datasets 2.12.0

Same problem, 
py 3.10.11
apache-beam==2.47.0
datasets==2.12.0

I have made a workaround by forcing an install of the version of `multiprocess` version `0.70.15` (after installing `datasets` and `apache-beam`). I can confirm that (on Python 3.10 in [this colab notebook](https://colab.research.google.com/drive/1PTeGlshamFcJZix_GiS3vMXX_YzAhGv0?usp=sharing)) `datasets` can download pre-processed Wikipedia dumps and can download non-pre-processed dumps using `beam_runner="DirectRunner"`. I don't know if/how other `beam_runner`s can be made compatible.

Same problem.

```
python = "^3.10"
apache-beam = { extras = ["gcp"], version = "2.54.0" }
datasets = "^2.18.0"
```