root@eais-bj815mou6mdew33nhqiv-0:/mnt/workspace# pip install "modelscope[nlp]" -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html
Looking in indexes: https://mirrors.cloud.aliyuncs.com/pypi/simple
Looking in links: https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html
Requirement already satisfied: modelscope[nlp] in /usr/local/lib/python3.11/site-packages (1.27.0)
Requirement already satisfied: requests>=2.25 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (2.32.3)
Requirement already satisfied: setuptools in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (65.5.1)
Requirement already satisfied: tqdm>=4.64.0 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (4.67.1)
Requirement already satisfied: urllib3>=1.26 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (2.3.0)
Requirement already satisfied: addict in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (2.4.0)
Requirement already satisfied: attrs in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (25.3.0)
Requirement already satisfied: datasets<=3.2.0,>=3.0.0 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (3.2.0)
Requirement already satisfied: einops in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (0.8.1)
Requirement already satisfied: Pillow in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (11.1.0)
Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (2.9.0.post0)
Requirement already satisfied: scipy in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (1.12.0)
Requirement already satisfied: simplejson>=3.3.0 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (3.20.1)
Requirement already satisfied: sortedcontainers>=1.5.9 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (2.4.0)
Requirement already satisfied: transformers in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (4.52.4)
Requirement already satisfied: boto3 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (1.38.31)
Requirement already satisfied: embeddings in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (0.0.8)
Requirement already satisfied: filelock in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (3.17.0)
Requirement already satisfied: ftfy in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (6.3.1)
Requirement already satisfied: jieba>=0.42.1 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (0.42.1)
Requirement already satisfied: matplotlib in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (3.10.3)
Requirement already satisfied: megatron-util in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (1.3.2)
Requirement already satisfied: nltk in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (3.9.1)
Requirement already satisfied: pandas in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (2.3.0)
Requirement already satisfied: protobuf<3.21.0,>=3.19.0 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (3.20.3)
Requirement already satisfied: pythainlp in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (5.1.2)
Requirement already satisfied: pyvi in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (0.1.1)
Requirement already satisfied: regex in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (2024.11.6)
Requirement already satisfied: rouge in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (1.0.1)
Requirement already satisfied: sacremoses>=0.0.41 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (0.1.1)
Requirement already satisfied: scikit-learn in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (1.7.0)
Requirement already satisfied: sentencepiece in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (0.2.0)
Requirement already satisfied: seqeval in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (1.2.2)
Requirement already satisfied: spacy<=3.7.0,>=2.3.5 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (3.7.0)
Requirement already satisfied: stanza in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (1.10.1)
Requirement already satisfied: subword-nmt>=0.3.8 in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (0.3.8)
Requirement already satisfied: termcolor in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (2.5.0)
Requirement already satisfied: tokenizers in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (0.21.1)
Requirement already satisfied: zhconv in /usr/local/lib/python3.11/site-packages (from modelscope[nlp]) (1.4.3)
Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (1.26.4)
Requirement already satisfied: pyarrow>=15.0.0 in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (20.0.0)
Requirement already satisfied: dill<0.3.9,>=0.3.0 in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (0.3.8)
Requirement already satisfied: xxhash in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (3.5.0)
Requirement already satisfied: multiprocess<0.70.17 in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (0.70.16)
Requirement already satisfied: fsspec<=2024.9.0,>=2023.1.0 in /usr/local/lib/python3.11/site-packages (from fsspec[http]<=2024.9.0,>=2023.1.0->datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (2024.9.0)
Requirement already satisfied: aiohttp in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (3.12.9)
Requirement already satisfied: huggingface-hub>=0.23.0 in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (0.32.6)
Requirement already satisfied: packaging in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (24.2)
Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.11/site-packages (from datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (6.0.2)
Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.11 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (3.0.12)
Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (1.0.5)
Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (1.0.13)
Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (2.0.11)
Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (3.0.10)
Requirement already satisfied: thinc<8.3.0,>=8.1.8 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (8.2.5)
Requirement already satisfied: wasabi<1.2.0,>=0.9.1 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (1.1.3)
Requirement already satisfied: srsly<3.0.0,>=2.4.3 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (2.5.1)
Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (2.0.10)
Requirement already satisfied: weasel<0.4.0,>=0.1.0 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (0.3.4)
DEPRECATION: Wheel filename 'modelscope-1.6.1.flextrain-py3-none-any.whl' is not correctly normalised. Future versions of pip will raise the following error:
Invalid wheel filename (invalid version): 'modelscope-1.6.1.flextrain-py3-none-any'
pip 25.3 will enforce this behaviour change. A possible replacement is to rename the wheel to use a correctly normalised name (this may require updating the version in the project metadata). Discussion can be found at https://github.com/pypa/pip/issues/12938
DEPRECATION: Wheel filename 'fairseq-maas-py3-none-any.whl' is not correctly normalised. Future versions of pip will raise the following error:
Invalid wheel filename (invalid version): 'fairseq-maas-py3-none-any'
pip 25.3 will enforce this behaviour change. A possible replacement is to rename the wheel to use a correctly normalised name (this may require updating the version in the project metadata). Discussion can be found at https://github.com/pypa/pip/issues/12938
DEPRECATION: Wheel filename 'ofa-0.0.2_3.6-py3-none-any.whl' is not correctly normalised. Future versions of pip will raise the following error:
Invalid wheel filename (invalid version): 'ofa-0.0.2_3.6-py3-none-any'
pip 25.3 will enforce this behaviour change. A possible replacement is to rename the wheel to use a correctly normalised name (this may require updating the version in the project metadata). Discussion can be found at https://github.com/pypa/pip/issues/12938
Collecting typer<0.10.0,>=0.3.0 (from spacy<=3.7.0,>=2.3.5->modelscope[nlp])
Downloading https://mirrors.cloud.aliyuncs.com/pypi/packages/62/39/82c9d3e10979851847361d922a373bdfef4091020da7f893acfaf07c0225/typer-0.9.4-py3-none-any.whl (45 kB)
Requirement already satisfied: pathy>=0.10.0 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (0.11.0)
Requirement already satisfied: smart-open<7.0.0,>=5.2.1 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (6.4.0)
Requirement already satisfied: pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (2.11.5)
Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (3.1.6)
Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in /usr/local/lib/python3.11/site-packages (from spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (3.5.0)
Requirement already satisfied: language-data>=1.2 in /usr/local/lib/python3.11/site-packages (from langcodes<4.0.0,>=3.2.0->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (1.3.0)
Requirement already satisfied: annotated-types>=0.6.0 in /usr/local/lib/python3.11/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (0.7.0)
Requirement already satisfied: pydantic-core==2.33.2 in /usr/local/lib/python3.11/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (2.33.2)
Requirement already satisfied: typing-extensions>=4.12.2 in /usr/local/lib/python3.11/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (4.12.2)
Requirement already satisfied: typing-inspection>=0.4.0 in /usr/local/lib/python3.11/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (0.4.1)
Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/site-packages (from requests>=2.25->modelscope[nlp]) (3.4.1)
Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/site-packages (from requests>=2.25->modelscope[nlp]) (3.10)
Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/site-packages (from requests>=2.25->modelscope[nlp]) (2025.1.31)
Requirement already satisfied: blis<0.8.0,>=0.7.8 in /usr/local/lib/python3.11/site-packages (from thinc<8.3.0,>=8.1.8->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (0.7.11)
Requirement already satisfied: confection<1.0.0,>=0.0.1 in /usr/local/lib/python3.11/site-packages (from thinc<8.3.0,>=8.1.8->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (0.1.5)
Requirement already satisfied: click<9.0.0,>=7.1.1 in /usr/local/lib/python3.11/site-packages (from typer<0.10.0,>=0.3.0->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (8.1.8)
Requirement already satisfied: cloudpathlib<0.17.0,>=0.7.0 in /usr/local/lib/python3.11/site-packages (from weasel<0.4.0,>=0.1.0->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (0.16.0)
Requirement already satisfied: aiohappyeyeballs>=2.5.0 in /usr/local/lib/python3.11/site-packages (from aiohttp->datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (2.6.1)
Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.11/site-packages (from aiohttp->datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (1.3.2)
Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.11/site-packages (from aiohttp->datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (1.6.2)
Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.11/site-packages (from aiohttp->datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (6.4.4)
Requirement already satisfied: propcache>=0.2.0 in /usr/local/lib/python3.11/site-packages (from aiohttp->datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (0.3.1)
Requirement already satisfied: yarl<2.0,>=1.17.0 in /usr/local/lib/python3.11/site-packages (from aiohttp->datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (1.20.0)
Requirement already satisfied: hf-xet<2.0.0,>=1.1.2 in /usr/local/lib/python3.11/site-packages (from huggingface-hub>=0.23.0->datasets<=3.2.0,>=3.0.0->modelscope[nlp]) (1.1.3)
Requirement already satisfied: marisa-trie>=1.1.0 in /usr/local/lib/python3.11/site-packages (from language-data>=1.2->langcodes<4.0.0,>=3.2.0->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (1.2.1)
Requirement already satisfied: pathlib-abc==0.1.1 in /usr/local/lib/python3.11/site-packages (from pathy>=0.10.0->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (0.1.1)
Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/site-packages (from python-dateutil>=2.1->modelscope[nlp]) (1.17.0)
Requirement already satisfied: joblib in /usr/local/lib/python3.11/site-packages (from sacremoses>=0.0.41->modelscope[nlp]) (1.4.2)
Requirement already satisfied: mock in /usr/local/lib/python3.11/site-packages (from subword-nmt>=0.3.8->modelscope[nlp]) (5.2.0)
Requirement already satisfied: safetensors>=0.4.3 in /usr/local/lib/python3.11/site-packages (from transformers->modelscope[nlp]) (0.5.3)
Requirement already satisfied: botocore<1.39.0,>=1.38.31 in /usr/local/lib/python3.11/site-packages (from boto3->modelscope[nlp]) (1.38.31)
Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /usr/local/lib/python3.11/site-packages (from boto3->modelscope[nlp]) (0.10.0)
Requirement already satisfied: s3transfer<0.14.0,>=0.13.0 in /usr/local/lib/python3.11/site-packages (from boto3->modelscope[nlp]) (0.13.0)
Requirement already satisfied: wcwidth in /usr/local/lib/python3.11/site-packages (from ftfy->modelscope[nlp]) (0.2.13)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/site-packages (from jinja2->spacy<=3.7.0,>=2.3.5->modelscope[nlp]) (3.0.2)
Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.11/site-packages (from matplotlib->modelscope[nlp]) (1.3.2)
Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.11/site-packages (from matplotlib->modelscope[nlp]) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.11/site-packages (from matplotlib->modelscope[nlp]) (4.58.1)
Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.11/site-packages (from matplotlib->modelscope[nlp]) (1.4.8)
Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.11/site-packages (from matplotlib->modelscope[nlp]) (3.2.3)
Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/site-packages (from pandas->modelscope[nlp]) (2025.2)
Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/site-packages (from pandas->modelscope[nlp]) (2025.2)
Requirement already satisfied: sklearn-crfsuite in /usr/local/lib/python3.11/site-packages (from pyvi->modelscope[nlp]) (0.5.0)
Requirement already satisfied: threadpoolctl>=3.1.0 in /usr/local/lib/python3.11/site-packages (from scikit-learn->modelscope[nlp]) (3.6.0)
Requirement already satisfied: python-crfsuite>=0.9.7 in /usr/local/lib/python3.11/site-packages (from sklearn-crfsuite->pyvi->modelscope[nlp]) (0.9.11)
Requirement already satisfied: tabulate>=0.4.2 in /usr/local/lib/python3.11/site-packages (from sklearn-crfsuite->pyvi->modelscope[nlp]) (0.9.0)
Requirement already satisfied: emoji in /usr/local/lib/python3.11/site-packages (from stanza->modelscope[nlp]) (2.14.1)
Requirement already satisfied: networkx in /usr/local/lib/python3.11/site-packages (from stanza->modelscope[nlp]) (3.4.2)
Requirement already satisfied: torch>=1.3.0 in /usr/local/lib/python3.11/site-packages (from stanza->modelscope[nlp]) (2.3.1)
Requirement already satisfied: sympy in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (1.13.3)
Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.1.105 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (12.1.105)
Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (12.1.105)
Requirement already satisfied: nvidia-cuda-cupti-cu12==12.1.105 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (12.1.105)
Requirement already satisfied: nvidia-cudnn-cu12==8.9.2.26 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (8.9.2.26)
Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (12.1.3.1)
Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (11.0.2.54)
Requirement already satisfied: nvidia-curand-cu12==10.3.2.106 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (10.3.2.106)
Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (11.4.5.107)
Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (12.1.0.106)
Requirement already satisfied: nvidia-nccl-cu12==2.20.5 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (2.20.5)
Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (12.1.105)
Requirement already satisfied: triton==2.3.1 in /usr/local/lib/python3.11/site-packages (from torch>=1.3.0->stanza->modelscope[nlp]) (2.3.1)
Requirement already satisfied: nvidia-nvjitlink-cu12 in /usr/local/lib/python3.11/site-packages (from nvidia-cusolver-cu12==11.4.5.107->torch>=1.3.0->stanza->modelscope[nlp]) (12.8.93)
Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/site-packages (from sympy->torch>=1.3.0->stanza->modelscope[nlp]) (1.3.0)
WARNING: Error parsing dependencies of pytorch-lightning: .* suffix can only be used with `==` or `!=` operators
torch (>=1.9.*)
~~~~~~^
Installing collected packages: typer
Attempting uninstall: typer
Found existing installation: typer 0.16.0
Uninstalling typer-0.16.0:
Successfully uninstalled typer-0.16.0
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
gradio 5.33.1 requires typer<1.0,>=0.12; sys_platform != "emscripten", but you have typer 0.9.4 which is incompatible.
Successfully installed typer-0.9.4
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning.
本文介绍如何通过安装特定的Python组件来实现类似于Matlab的功能，包括强大的矩阵运算及图表绘制能力。按照推荐的顺序安装这些组件，可以让你在Python环境中也能高效地进行科学计算和数据可视化。
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