如何在 Google 的 Colab 中安装 Python 包？

Question

在一个项目中，我有两个不同的包，我如何使用 setup.py 在 Google 的 Colab 中安装这两个包，以便我可以导入这些包？

Answer 1

You can use !setup.py install to do that.

Colab is just like a Jupyter notebook. Therefore, we can use the ! operator here to install any package in Colab. What ! actually does is, it tells the notebook cell that this line is not a Python code, its a command line script . So, to run any command line script in Colab, just add a ! preceding the line.

For example: !pip install tensorflow . This will treat that line (here pip install tensorflow ) as a command prompt line and not some Python code. However, if you do this without adding the ! preceding the line, it'll throw up an error saying "invalid syntax".

But keep in mind that you'll have to upload the setup.py file to your drive before doing this (preferably into the same folder where your notebook is).

Hope this answers your question :)

Answer 2

Let's say you want to install scipy. Here is the code to install it:

!pip install scipy

Answer 3

A better, more modern, answer to this question is to use the %pip magic, like:

%pip install scipy

That will automatically use the correct Python version. Using !pip might be tied to a different version of Python, and then you might not find the package after installing it.

And in colab, the magic gives a nice message and button if it detects that you need to restart the runtime if pip updated a packaging you have already imported.

BTW, there is also a %conda magic for doing the same with conda.

Answer 4

Joining the party late, but just as a complement, I ran into some problems with Seaborn not so long ago, because CoLab installed a version with !pip that wasn't updated. In my specific case, I couldn't use Scatterplot, for example. The answer to this is below:

To install the module, all you need is:

!pip install seaborn

To upgrade it to the most updated version:

!pip install --upgrade seaborn

If you want to install a specific version

!pip install seaborn==0.9.0

I believe all the rules common to pip apply normally, so that pretty much should work.

Answer 5

To import a library that's not in Colaboratory by default, you can use !pip install or !apt-get install .

 !pip install matplotlib-venn

• Library Import Snippets (colab.research.google.com)

Answer 6

1. Upload setup.py to drive.
2. Mount the drive.
3. Get the path of setup.py.
4. !python PATH install.