“pip install”什么时候造轮子？

Question

I found that in different folders, sometimes pip install will build wheel which takes a lot of time, while sometimes it doesn't. I'm not sure why and how to control that.

My command: bin/python -m pip install -r ../requirements.txt (due to the !# shebang line-length limitation, so I don't use pip directly)

The output without building a wheel (just takes a few seconds):

Collecting numpy==1.10.4 (from -r ../requirements.txt (line 1))
Installing collected packages: numpy
Successfully installed numpy-1.10.4

The output with building wheel (take at least 2 minutes)

Collecting numpy==1.10.4 (from -r ../requirements.txt (line 1))
  Downloading numpy-1.10.4.tar.gz (4.1MB)
    100% |████████████████████████████████| 4.1MB 92kB/s
Building wheels for collected packages: numpy
  Running setup.py bdist_wheel for numpy ... done
  Stored in directory: /root/.cache/pip/wheels/66/f5/d7/f6ddd78b61037fcb51a3e32c9cd276e292343cdd62d5384efd
Successfully built numpy
Installing collected packages: numpy
Successfully installed numpy-1.10.4

The contents of requirements.txt :

numpy==1.10.4

Answer 1

Today I encountered a problem where a package wasn't being installed properly because it turns out that its build process generates incorrect wheel packages, even though direct installation works just fine.

I did a bit of poking around, and it turns out that as of now ( pip == 8.1.2 ), there isn't a direct way to control whether or not pip will try to build a wheel out of a given package. I found the relevant source code , and apparently, the wheel build process is used if and only if:

• the wheel module is importable
• a cache directory is in use

As a result of that logic, one can indirectly disable pip's use of wheel-based builds by passing --no-cache-dir on the install command line.

Answer 2

This depends on whether your package is a pure python package (without the need to compile anything, just copy the files somewhere) or a package which also includes c source code (in which case a compilation is necessary and a compiler is called and executed, which takes longer).

http://pythonwheels.com/

You may also want to have a look at the wheel docu:

http://wheel.readthedocs.org/en/latest/

Answer 3

我得到了答案，这只是第一次构建轮子，之后它将从缓存中读取

Answer 4

When I install slither-analyzer using pip3 on my Mac, I got a similar error.

Building wheels for collected packages: pysha3
  Building wheel for pysha3 (setup.py) ... error
  error: subprocess-exited-with-error

  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [16 lines of output]

The solution is to reinstall your Xcode tools.

$ xcode-select --install
$ xcode-select --reset