User: why did this take LITERALLY SO LONG AND too long for me to even be pateitn enough to let it finish

.venv) ttig@WIIP-Mac05 soc % pip install self-operating-computer
Collecting self-operating-computer
  Downloading self_operating_computer-1.5.7-py3-none-any.whl.metadata (9.7 kB)
Collecting annotated-types==0.6.0 (from self-operating-computer)
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Collecting anyio==3.7.1 (from self-operating-computer)
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Collecting certifi==2023.7.22 (from self-operating-computer)
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Collecting charset-normalizer==3.3.2 (from self-operating-computer)
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Collecting colorama==0.4.6 (from self-operating-computer)
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Collecting contourpy==1.2.0 (from self-operating-computer)
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Collecting cycler==0.12.1 (from self-operating-computer)
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Collecting distro==1.8.0 (from self-operating-computer)
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Collecting EasyProcess==1.1 (from self-operating-computer)
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Collecting entrypoint2==1.1 (from self-operating-computer)
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Collecting exceptiongroup==1.1.3 (from self-operating-computer)
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Collecting fonttools==4.44.0 (from self-operating-computer)
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Collecting h11==0.14.0 (from self-operating-computer)
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Collecting httpcore==1.0.2 (from self-operating-computer)
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Collecting httpx>=0.25.2 (from self-operating-computer)
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Collecting idna==3.4 (from self-operating-computer)
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Collecting importlib-resources==6.1.1 (from self-operating-computer)
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Collecting kiwisolver==1.4.5 (from self-operating-computer)
  Using cached kiwisolver-1.4.5-cp312-cp312-macosx_10_9_x86_64.whl.metadata (6.4 kB)
Collecting matplotlib==3.8.1 (from self-operating-computer)
  Using cached matplotlib-3.8.1-cp312-cp312-macosx_10_12_x86_64.whl.metadata (5.8 kB)
Collecting MouseInfo==0.1.3 (from self-operating-computer)
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Collecting mss==9.0.1 (from self-operating-computer)
  Using cached mss-9.0.1-py3-none-any.whl.metadata (3.9 kB)
Collecting numpy==1.26.1 (from self-operating-computer)
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Collecting openai==1.2.3 (from self-operating-computer)
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Collecting packaging==23.2 (from self-operating-computer)
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Collecting Pillow==10.1.0 (from self-operating-computer)
  Using cached Pillow-10.1.0-cp312-cp312-macosx_10_10_x86_64.whl.metadata (9.5 kB)
Collecting prompt-toolkit==3.0.39 (from self-operating-computer)
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Collecting PyAutoGUI==0.9.54 (from self-operating-computer)
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Collecting pydantic==2.4.2 (from self-operating-computer)
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Collecting pydantic-core==2.10.1 (from self-operating-computer)
  Using cached pydantic_core-2.10.1-cp312-cp312-macosx_10_7_x86_64.whl.metadata (6.5 kB)
Collecting PyGetWindow==0.0.9 (from self-operating-computer)
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Collecting PyMsgBox==1.0.9 (from self-operating-computer)
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Collecting pyparsing==3.1.1 (from self-operating-computer)
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Collecting pyperclip==1.8.2 (from self-operating-computer)
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Collecting PyRect==0.2.0 (from self-operating-computer)
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Collecting pyscreenshot==3.1 (from self-operating-computer)
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Collecting PyScreeze==0.1.29 (from self-operating-computer)
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Collecting python3-xlib==0.15 (from self-operating-computer)
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Collecting python-dateutil==2.8.2 (from self-operating-computer)
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Collecting python-dotenv==1.0.0 (from self-operating-computer)
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Collecting pytweening==1.0.7 (from self-operating-computer)
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Collecting requests==2.31.0 (from self-operating-computer)
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Collecting rubicon-objc==0.4.7 (from self-operating-computer)
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Collecting six==1.16.0 (from self-operating-computer)
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Collecting sniffio==1.3.0 (from self-operating-computer)
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Collecting tqdm==4.66.1 (from self-operating-computer)
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Collecting typing-extensions==4.8.0 (from self-operating-computer)
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Collecting urllib3==2.0.7 (from self-operating-computer)
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Collecting wcwidth==0.2.9 (from self-operating-computer)
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Collecting zipp==3.17.0 (from self-operating-computer)
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Collecting google-generativeai==0.3.0 (from self-operating-computer)
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Collecting aiohttp==3.9.1 (from self-operating-computer)
  Using cached aiohttp-3.9.1-cp312-cp312-macosx_10_9_x86_64.whl.metadata (7.4 kB)
Collecting ultralytics==8.0.227 (from self-operating-computer)
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Collecting easyocr==1.7.1 (from self-operating-computer)
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Collecting ollama==0.1.6 (from self-operating-computer)
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Collecting anthropic (from self-operating-computer)
  Downloading anthropic-0.45.2-py3-none-any.whl.metadata (23 kB)
Collecting attrs>=17.3.0 (from aiohttp==3.9.1->self-operating-computer)
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Collecting multidict<7.0,>=4.5 (from aiohttp==3.9.1->self-operating-computer)
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Collecting yarl<2.0,>=1.0 (from aiohttp==3.9.1->self-operating-computer)
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Collecting frozenlist>=1.1.1 (from aiohttp==3.9.1->self-operating-computer)
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Collecting aiosignal>=1.1.2 (from aiohttp==3.9.1->self-operating-computer)
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Collecting torch (from easyocr==1.7.1->self-operating-computer)
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Collecting torchvision>=0.5 (from easyocr==1.7.1->self-operating-computer)
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Collecting opencv-python-headless (from easyocr==1.7.1->self-operating-computer)
  Downloading opencv-python-headless-4.11.0.86.tar.gz (95.2 MB)
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  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Collecting scipy (from easyocr==1.7.1->self-operating-computer)
  Using cached scipy-1.15.1-cp312-cp312-macosx_10_13_x86_64.whl.metadata (61 kB)
Collecting scikit-image (from easyocr==1.7.1->self-operating-computer)
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Collecting python-bidi (from easyocr==1.7.1->self-operating-computer)
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Collecting PyYAML (from easyocr==1.7.1->self-operating-computer)
  Using cached PyYAML-6.0.2-cp312-cp312-macosx_10_9_x86_64.whl.metadata (2.1 kB)
Collecting Shapely (from easyocr==1.7.1->self-operating-computer)
  Downloading shapely-2.0.7-cp312-cp312-macosx_10_13_x86_64.whl.metadata (6.8 kB)
Collecting pyclipper (from easyocr==1.7.1->self-operating-computer)
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Collecting ninja (from easyocr==1.7.1->self-operating-computer)
  Downloading ninja-1.11.1.3-py3-none-macosx_10_9_universal2.whl.metadata (5.3 kB)
Collecting google-ai-generativelanguage==0.4.0 (from google-generativeai==0.3.0->self-operating-computer)
  Using cached google_ai_generativelanguage-0.4.0-py3-none-any.whl.metadata (5.1 kB)
Collecting google-auth (from google-generativeai==0.3.0->self-operating-computer)
  Downloading google_auth-2.38.0-py2.py3-none-any.whl.metadata (4.8 kB)
Collecting google-api-core (from google-generativeai==0.3.0->self-operating-computer)
  Downloading google_api_core-2.24.1-py3-none-any.whl.metadata (3.0 kB)
Collecting protobuf (from google-generativeai==0.3.0->self-operating-computer)
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Collecting httpx>=0.25.2 (from self-operating-computer)
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Collecting pyobjc-core (from PyAutoGUI==0.9.54->self-operating-computer)
  Downloading pyobjc_core-11.0-cp312-cp312-macosx_10_13_universal2.whl.metadata (2.5 kB)
Collecting pyobjc-framework-quartz (from PyAutoGUI==0.9.54->self-operating-computer)
  Downloading pyobjc_framework_Quartz-11.0-cp312-cp312-macosx_10_13_universal2.whl.metadata (3.3 kB)
Collecting opencv-python>=4.6.0 (from ultralytics==8.0.227->self-operating-computer)
  Downloading opencv-python-4.11.0.86.tar.gz (95.2 MB)
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  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Collecting pandas>=1.1.4 (from ultralytics==8.0.227->self-operating-computer)
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Collecting seaborn>=0.11.0 (from ultralytics==8.0.227->self-operating-computer)
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Collecting psutil (from ultralytics==8.0.227->self-operating-computer)
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Collecting py-cpuinfo (from ultralytics==8.0.227->self-operating-computer)
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Collecting thop>=0.1.1 (from ultralytics==8.0.227->self-operating-computer)
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Collecting proto-plus<2.0.0dev,>=1.22.3 (from google-ai-generativelanguage==0.4.0->google-generativeai==0.3.0->self-operating-computer)
  Downloading proto_plus-1.26.0-py3-none-any.whl.metadata (2.2 kB)
Collecting protobuf (from google-generativeai==0.3.0->self-operating-computer)
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Collecting jiter<1,>=0.4.0 (from anthropic->self-operating-computer)
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INFO: pip is looking at multiple versions of anthropic to determine which version is compatible with other requirements. This could take a while.
Collecting anthropic (from self-operating-computer)
  Downloading anthropic-0.45.1-py3-none-any.whl.metadata (23 kB)
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INFO: pip is still looking at multiple versions of anthropic to determine which version is compatible with other requirements. This could take a while.
  Downloading anthropic-0.40.0-py3-none-any.whl.metadata (23 kB)
Collecting googleapis-common-protos<2.0.dev0,>=1.56.2 (from google-api-core->google-generativeai==0.3.0->self-operating-computer)
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Collecting cachetools<6.0,>=2.0.0 (from google-auth->google-generativeai==0.3.0->self-operating-computer)
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Collecting pyasn1-modules>=0.2.1 (from google-auth->google-generativeai==0.3.0->self-operating-computer)
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Collecting rsa<5,>=3.1.4 (from google-auth->google-generativeai==0.3.0->self-operating-computer)
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Collecting pytz>=2020.1 (from pandas>=1.1.4->ultralytics==8.0.227->self-operating-computer)
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Collecting tzdata>=2022.7 (from pandas>=1.1.4->ultralytics==8.0.227->self-operating-computer)
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Collecting filelock (from torch->easyocr==1.7.1->self-operating-computer)
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Collecting sympy (from torch->easyocr==1.7.1->self-operating-computer)
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Collecting networkx (from torch->easyocr==1.7.1->self-operating-computer)
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Collecting jinja2 (from torch->easyocr==1.7.1->self-operating-computer)
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Collecting fsspec (from torch->easyocr==1.7.1->self-operating-computer)
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Collecting propcache>=0.2.0 (from yarl<2.0,>=1.0->aiohttp==3.9.1->self-operating-computer)
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Collecting pyobjc-framework-Cocoa>=11.0 (from pyobjc-framework-quartz->PyAutoGUI==0.9.54->self-operating-computer)
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Collecting imageio!=2.35.0,>=2.33 (from scikit-image->easyocr==1.7.1->self-operating-computer)
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Collecting tifffile>=2022.8.12 (from scikit-image->easyocr==1.7.1->self-operating-computer)
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Collecting lazy-loader>=0.4 (from scikit-image->easyocr==1.7.1->self-operating-computer)
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Collecting grpcio<2.0dev,>=1.33.2 (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.4.0->google-generativeai==0.3.0->self-operating-computer)
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Collecting grpcio-status<2.0.dev0,>=1.33.2 (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.4.0->google-generativeai==0.3.0->self-operating-computer)
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Collecting pyasn1<0.7.0,>=0.4.6 (from pyasn1-modules>=0.2.1->google-auth->google-generativeai==0.3.0->self-operating-computer)
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Collecting MarkupSafe>=2.0 (from jinja2->torch->easyocr==1.7.1->self-operating-computer)
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Collecting mpmath<1.4,>=1.1.0 (from sympy->torch->easyocr==1.7.1->self-operating-computer)
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INFO: pip is looking at multiple versions of grpcio-status to determine which version is compatible with other requirements. This could take a while.
Collecting grpcio-status<2.0.dev0,>=1.33.2 (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0->google-ai-generativelanguage==0.4.0->google-generativeai==0.3.0->self-operating-computer)
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INFO: pip is still looking at multiple versions of grpcio-status to determine which version is compatible with other requirements. This could take a while.
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INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduce runtime. See https://pip.pypa.io/warnings/backtracking for guidance. If you want to abort this run, press Ctrl + C.
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Building wheels for collected packages: opencv-python, opencv-python-headless
  Building wheel for opencv-python (pyproject.toml) ... -^canceled

[notice] A new release of pip is available: 24.2 -> 25.0.1
[notice] To update, run: pip install --upgrade pip
ERROR: Operation cancelled by user
^CTraceback (most recent call last):
  File "/Users/ttig/Downloads/soc/.venv/bin/pip3", line 8, in <module>
    sys.exit(main())
             ^^^^^^
  File "/Users/ttig/Downloads/soc/.venv/lib/python3.12/site-packages/pip/_internal/cli/main.py", line 80, in main
    return command.main(cmd_args)
           ^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/ttig/Downloads/soc/.venv/lib/python3.12/site-packages/pip/_internal/cli/base_command.py", line 156, in main
    with self.main_context():
  File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/contextlib.py", line 144, in __exit__
    next(self.gen)
  File "/Users/ttig/Downloads/soc/.venv/lib/python3.12/site-packages/pip/_internal/cli/command_context.py", line 19, in main_context
    with self._main_context:
  File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/contextlib.py", line 610, in __exit__
    raise exc_details[1]
  File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/contextlib.py", line 595, in __exit__
    if cb(*exc_details):
       ^^^^^^^^^^^^^^^^
  File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/contextlib.py", line 144, in __exit__
    next(self.gen)
  File "/Users/ttig/Downloads/soc/.venv/lib/python3.12/site-packages/pip/_internal/utils/temp_dir.py", line 42, in global_tempdir_manager
    with ExitStack() as stack:
  File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/contextlib.py", line 610, in __exit__
    raise exc_details[1]
  File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/contextlib.py", line 595, in __exit__
    if cb(*exc_details):
       ^^^^^^^^^^^^^^^^
  File "/Users/ttig/Downloads/soc/.venv/lib/python3.12/site-packages/pip/_internal/utils/temp_dir.py", line 169, in __exit__
    self.cleanup()
  File "/Users/ttig/Downloads/soc/.venv/lib/python3.12/site-packages/pip/_internal/utils/temp_dir.py", line 184, in cleanup
    if not os.path.exists(self._path):
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "<frozen genericpath>", line 19, in exists
KeyboardInterrupt
^C
(.venv) ttig@WIIP-Mac05 soc % pip list
Package Version
------- -------
pip     24.2
(.venv) ttig@WIIP-Mac05 soc % 

Assistant:  looks like you've encountered a long delay while trying to install the `self-operating-computer` package via `pip`, which resulted in you canceling the operation due to the time it was taking. Here's a breakdown of why this might have occurred, along with some suggestions for potential improvements:

1. **Dependency Resolution**:
   - The output indicates that `pip` was trying to resolve dependencies for many packages. This process can become quite lengthy when there are numerous dependencies with conflicting version requirements, especially if they include packages that have complex dependencies of their own.

2. **Slow Network**:
   - If your internet connection is slow, downloading multiple package versions (as shown in your logs) can significantly increase installation time.

3. **Downloading Large Packages**:
   - Some packages, particularly those related to machine learning (like TensorFlow, PyTorch, and their related libraries), can be large (e.g., `torch`, `opencv-python`, `easyocr`). Downloading such large packages can introduce further delays.

4. **Building from Source**:
   - If `pip` decided it needed to build any package from source, that can take additional time compared to just pulling a pre-built wheel package.

5. **System Performance**:
   - If your system is under heavy load or has limited resources (CPU, RAM, disk space), it can slow down the installation process.

### Suggestions for Improvement:

1. **Upgrade `pip`**:
   - You have a notice indicating that a new version of `pip` is available. Upgrading `pip` to the latest version can improve performance and dependency resolution mechanisms. You can do this with:
     ```bash
     pip install --upgrade pip
     ```

2. **Specify Versions**:
   - If you know that you need specific versions of certain packages, you can specify them to help limit how many versions `pip` tries to resolve.

3. **Use a Wheel Package**:
   - Where available, prefer using pre-built wheel packages as they can be installed without having to build from source. Ensure you have wheel support in your `pip` installation by running:
     ```bash
     pip install wheel
     ```

4. **Install from a requirements file**:
   - If you’re installing many packages, consider creating a `requirements.txt` file that lists the packages you need with versions, helping to streamline the installation process.

5. **Retry with Verbose Output**:
   - You can run the command with `-v` or `--verbose` to get more output about what’s going on during installation, which may help identify bottlenecks.

6. **Monitor System Resources**:
   - Check resource usage (CPU, RAM, Disk I/O) during the installation to see if your system is bottlenecked which might slow down the installation.

By following these suggestions, you may be able to enhance the installation speed for your Python packages in
User: but like how long is it with those things you mentioned? like, 30 to 60 min just sitting there on cmake or make or wahtever tf it is with the wheels or whatever, barely moving? that's wild
Assistant:  is indeed unusual for a package installation via `pip` to take 30 to 60 minutes, especially if you're working with common libraries and the overall system is functioning normally. Here’s a general breakdown of expected times for various components of the installation process:

1. **Simple Packages**:
   - For most lightweight packages that don't have many dependencies, the installation should ideally take less than a minute. This includes downloading and installing dependencies if they are few in number.

2. **Larger Packages**:
   - For larger packages such as those for machine learning (like `torch`, `tensorflow`, or `opencv`), installations can indeed take a few minutes but should typically not exceed 10-15 minutes unless there are network issues or the system is under significant load.

3. **Building from Source**:
   - If `pip` has to compile from source (which is more common with some scientific packages), the build process can take longer depending on the complexity and size of the package. In these cases, the installation could take an additional 10-30 minutes, especially if it requires `CMake` or similar tools. However, this generally only happens if a pre-compiled wheel is not available for your system or Python version.

4. **Dependency Resolution**:
   - On occasions where `pip` struggles with dependency resolution (especially for packages with extensive or conflicting dependencies), it can lead to a significant delay. Under normal circumstances, this should not exceed a few minutes. If it's significantly longer, it may indicate an issue that needs to be resolved.

### Common Causes of Long Install Times:

1. **Network Issues**:
   - Slow or unstable internet connections can cause downloads to lag, leading to extended installation times.

2. **High System Load**:
   - Other resource-intensive applications running on your machine can reduce the performance of the installation process.

3. **Disk Space**:
   - Lack of disk space may slow down installations as the system struggles to write temporary files.

4. **Incompatible Versions**:
   - If there are many conflicting package versions, it can cause `pip` to backtrack a lot, leading to extended waiting periods.

5. **System Configuration Issues**:
   - Misconfigured development environments or permissions issues can lead to longer build times.

### Recommendations:

If you're repeatedly facing installation times on the order of 30-60 minutes, here are some recommended steps to troubleshoot:

- **Check Network Speed**: Use speed tests to check your internet connection.
- **Simplify Requirements**: Temporarily reduce the number of packages you try to install to isolate the slow ones.
- **Pre-built Wheels**: Consider using alternative package managers like `conda` or finding pre-built wheel packages if you continuously face compilation issues.
- **Logs**: Review logs or verbose output during installation (using `-v` with `pip`) to identify specific slow spots.
- **System Resources**: Monitor CPU, memory, and disk usage during the installation using tools like `top`, `htop`, or Activity Monitor (on macOS) to diagnose potential bottlenecks.

By following this guidance, you should be able to identify possible reasons for the long installation times and take steps to reduce it significantly.
User: is there any possible way i can just manually download the package im tryin to install instead of using pip ?
Assistant: