在Google Colab上安装d2l软件包

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英文:

d2l package installation on google colab

问题

You can install the d2l package on Google Colab by running the following command:

!pip install d2l==1.0.0b0

This will install the d2l package with the specified version in your Google Colab environment.

英文:

I need to intall d2l package with

pip install d2l==1.0.0b0

However, whenever I try to download it to google colab, the following error occurs:

Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/
Collecting d2l==1.0.0-beta0
  Using cached d2l-1.0.0b0-py3-none-any.whl (141 kB)
Collecting jupyter (from d2l==1.0.0-beta0)
  Using cached jupyter-1.0.0-py2.py3-none-any.whl (2.7 kB)
Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from d2l==1.0.0-beta0) (1.22.4)
Requirement already satisfied: matplotlib in /usr/local/lib/python3.10/dist-packages (from d2l==1.0.0-beta0) (3.7.1)
Requirement already satisfied: matplotlib-inline in /usr/local/lib/python3.10/dist-packages (from d2l==1.0.0-beta0) (0.1.6)
Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from d2l==1.0.0-beta0) (2.27.1)
Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from d2l==1.0.0-beta0) (1.5.3)
Collecting gym==0.21.0 (from d2l==1.0.0-beta0)
  Using cached gym-0.21.0.tar.gz (1.5 MB)
  error: subprocess-exited-with-error
  
  × python setup.py egg_info did not run successfully.
  │ exit code: 1
  ╰─> See above for output.
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  Preparing metadata (setup.py) ... error
error: metadata-generation-failed

× Encountered error while generating package metadata.
╰─> See above for output.

note: This is an issue with the package mentioned above, not pip.
hint: See above for details.

How can I install d2l package on google colab?

答案1

得分: 1

**TL;DR**
降级你的 `setuptools==65.5.0``wheel<0.40.0`
```python
!pip install setuptools==65.5.0 "wheel<0.40.0"

稍微详细一点:

这个问题与 这篇帖子 有关,其中 Colab 默认提供的 wheelsetuptools 版本无法安装 gym==0.21.0,而这是 Colab 缓存中的 d2l==1.0.0b0 版本的一个依赖项。

d2l 的作者已经更新了 1.0.0b0 版本以删除此依赖项,但这些更改在当前版本的 Colab 中未得到反映。

总结一下 链接的帖子,问题出在最新版本的 wheel 无法解析 gym==0.21.0 的 setup.py 中的依赖版本字符串。有一个解决方法,就是降级你的 wheelsetuptools 版本:

# 我已经看到 0.66.0 也可以工作,但我还没有能够验证这一点
!pip install setuptools==66.0.0 "wheel<0.40.0"

然后重新启动内核后,你应该能够成功运行以下命令:

!pip install d2l==1.0.0b0

<details>
<summary>英文:</summary>

**TL;DR**
Downgrade your `setuptools==65.5.0` and `wheel&lt;0.40.0`

!pip install setuptools==65.5.0 "wheel<0.40.0"


**A bit more detail:**

The issue is related to [this post](https://stackoverflow.com/questions/76129688/why-is-pip-install-gym-failing-with-python-setup-py-egg-info-did-not-run-succ/76286033#76286033) where the version of `wheel` and `setuptools` that Colab comes with by default is unable to install `gym==0.21.0`, which is a dependency of the version of `d2l==1.0.0b0` cached in Colab.

The authors of `d2l` have updated 1.0.0b0 to remove this dependency, but the changes are not reflected in the current versions of Colab.

To summarize [the linked post](https://stackoverflow.com/questions/76129688/why-is-pip-install-gym-failing-with-python-setup-py-egg-info-did-not-run-succ/76286033#76286033), the issue is with the latest version of `wheel` no longer being able to parse a dependency version string in the setup.py of `gym==0.21.0`. There is a workaround, which is to downgrade your versions of `wheel` and `setuptools`:

I have read that 0.66.0 also works, but I haven't been able to

verify this

!pip install setuptools==66.0.0 "wheel<0.40.0"

You should then be able to successfully run the following after restarting your kernel:

!pip install d2l==1.0.0b0


</details>



# 答案2
**得分**: 0

!pip install setuptools==65.5.0 "wheel<0.40.0"

<details>
<summary>英文:</summary>

    !pip install setuptools==65.5.0 &quot;wheel&lt;0.40.0&quot;

</details>



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  • 本文由 发表于 2023年5月15日 00:59:35
  • 转载请务必保留本文链接:https://go.coder-hub.com/76248695.html
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