feature_selector 安装不上

Question

问题遇到的现象和发生背景

用pip工具安装feature_selector 模块，安装不上

问题相关代码，请勿粘贴截图

pip install

运行结果及报错内容

error: subprocess-exited-with-error

× python setup.py egg_info did not run successfully.
│ exit code: 1
╰─> [166 lines of output]
IMPORTANT WARNING:
pkg-config is not installed.
matplotlib may not be able to find some of its dependencies

  Edit setup.cfg to change the build options
  
  BUILDING MATPLOTLIB
              matplotlib: yes [2.1.2]
                  python: yes [3.8.1 (v3.8.1:1b293b6006, Dec 18 2019,
                          14:08:53)  [Clang 6.0 (clang-600.0.57)]]
                platform: yes [darwin]
  
  REQUIRED DEPENDENCIES AND EXTENSIONS
                   numpy: yes [version 1.21.4]
                     six: yes [using six version 1.14.0]
                dateutil: yes [using dateutil version 2.8.2]
  backports.functools_lru_cache: yes [Not required]
            subprocess32: yes [Not required]
                    pytz: yes [using pytz version 2022.1]
                  cycler: yes [cycler was not found. pip/easy_install may
                          attempt to install it after matplotlib.]
                 tornado: yes [tornado was not found. It is required for the
                          WebAgg backend. pip/easy_install may attempt to
                          install it after matplotlib.]
               pyparsing: yes [pyparsing was not found. It is required for
                          mathtext support. pip/easy_install may attempt to
                          install it after matplotlib.]
                  libagg: yes [pkg-config information for 'libagg' could not
                          be found. Using local copy.]
                freetype: no  [The C/C++ header for freetype2 (ft2build.h)
                          could not be found.  You may need to install the
                          development package.]
                     png: no  [pkg-config information for 'libpng' could not
                          be found.]
                   qhull: yes [pkg-config information for 'libqhull' could not
                          be found. Using local copy.]
  
  OPTIONAL SUBPACKAGES
             sample_data: yes [installing]
                toolkits: yes [installing]
                   tests: no  [skipping due to configuration]
          toolkits_tests: no  [skipping due to configuration]
  
  OPTIONAL BACKEND EXTENSIONS
                  macosx: yes [installing, darwin]
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
                  qt5agg: no  [PySide2 not found; PyQt5 not found]
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
                  qt4agg: no  [PySide not found; PyQt4 not found]
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
                 gtk3agg: no  [Requires pygobject to be installed.]
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
  IMPORTANT WARNING:
      pkg-config is not installed.
      matplotlib may not be able to find some of its dependencies
               gtk3cairo: no  [Requires cairocffi or pycairo to be installed.]
                  gtkagg: no  [Requires pygtk]
                   tkagg: yes [installing; run-time loading from Python Tcl /
                          Tk]
                   wxagg: no  [requires wxPython]
                     gtk: no  [Requires pygtk]
                     agg: yes [installing]
                   cairo: no  [cairocffi or pycairo not found]
               windowing: no  [Microsoft Windows only]
  
  OPTIONAL LATEX DEPENDENCIES
                  dvipng: no
             ghostscript: no
                   latex: no
                 pdftops: no
  
  OPTIONAL PACKAGE DATA
                    dlls: no  [skipping due to configuration]
  
  ============================================================================
                          * The following required packages can not be built:
                          * freetype, png
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
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.

我的解答思路和尝试过的方法

换了pycharm也不行
python是3.8版本的

我想要达到的结果

求解答，如何安装上去使用

Answer 1

不能使用pip和conda进行安装，只能手动从github下载下来，然后把feature_selector.py文件放到当前工作目录，然后再进行import操作。

# feature-selector用法

# 导入数据并创建feaure-selector实例
import pandas as pd
from feature_selector import FeatureSelector
# 数据集中TARGET字段为对应样本的label
train_labels = data.flag
# 获取all features
train_features = data.drop(columns='flag')
# 创建 feature-selector 实例，并传入features 和labels
# fs = FeatureSelector(data = train_features,lables = train_labels)
fs = FeatureSelector(data = train_features, labels = train_labels)