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ImportError: cannot import name 'model_validator' from 'pydantic' #1778

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lijiandao opened this issue Mar 21, 2025 · 0 comments
Open

ImportError: cannot import name 'model_validator' from 'pydantic' #1778

lijiandao opened this issue Mar 21, 2025 · 0 comments

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@lijiandao
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Bug description
当采用python 3.10的时候,执行:

python -m examples.spo.optimize

有 File "N:\Python-virtual-envir\MetaGPT_programs\lib\site-packages\semantic_kernel\connectors\ai\function_choice_behavior.py", line 12, in
from semantic_kernel.kernel_pydantic import KernelBaseModel
File "N:\Python-virtual-envir\MetaGPT_programs\lib\site-packages\semantic_kernel\kernel_pydantic.py", line 7, in
from pydantic.networks import Url
ImportError: cannot import name 'Url' from 'pydantic.networks' (N:\Python-virtual-envir\MetaGPT_programs\lib\site-packages\pydantic\networks.py) 这个问题;
然而GPT 的分析结果为:
问题原因:

根据 Pydantic 官方迁移指南,在 Pydantic V2 中,pydantic.networks 中的 Url 类型已被移除或重构。这意味着,如果您的项目或其依赖项(如 semantic-kernel)仍在尝试从 pydantic.networks 导入 Url,且您使用的是 Pydantic V2,则会出现此导入错误。
因此我采用了

pip install pydantic==1.10.*

再次执行:

python -m examples.spo.optimize

出现了如下错误:
File "N:\Python-virtual-envir\MetaGPT_programs\lib\site-packages\semantic_kernel\connectors\ai\prompt_execution_settings.py", line 6, in
from pydantic import Field, model_validator
ImportError: cannot import name 'model_validator' from 'pydantic' (N:\Python-virtual-envir\MetaGPT_programs\lib\site-packages\pydantic_init_.cp310-win_amd64.pyd)
分析得到 :
这通常是由于 pydantic 版本兼容性问题引起的。根据 Pydantic 官方文档,model_validator 是在 Pydantic V2 中引入的。如果您的代码或其依赖项尝试导入 model_validator,但当前环境中安装的是 Pydantic V1,则会出现此错误。
因此这个问题总的来说是,pydantic 小于2.0和大于等于2.0 也就是整个项目中存在引用pydantic这个库时候出现依赖冲突错误;

Environment information

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  • System version:
  • Python version:
  • MetaGPT version or branch:
  • packages version:
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