numpyhtml
一、下載安裝python
源代碼linux
http://sourceforge.net/projects/numpy/files/NumPy/git
安裝github
python2.7 setup.py install
二、測試shell
導入numpy模塊,出現以下錯誤:express
[root@typhoeus79 numpy-1.8.0]# python2.7 Python 2.7.3 (default, Nov 27 2012, 17:47:24) [GCC 4.1.2 20080704 (Red Hat 4.1.2-46)] on linux2 Type "help", "copyright", "credits" or "license" for more information. >>> import numpy Traceback (most recent call last): File "<stdin>", line 1, in <module> File "numpy/__init__.py", line 143, in <module> raise ImportError(msg) ImportError: Error importing numpy: you should not try to import numpy from its source directory; please exit the numpy source tree, and relaunch your python intepreter from there. >>>
緣由是在源代碼安裝的地方進行測試,當前目錄有以下文件:api
[root@typhoeus79 numpy-1.8.0]# ll
drwxr-xr-x 18 501 games 4096 Nov 13 17:57 numpy
換個目錄就ok了bash
>>> import numpy
>>> print numpy.__version__
1.9.0.dev-4d0076f
matplotlibapp
一、安裝準備
須要安裝six模塊
https://pypi.python.org/simple/six/
做用:
Six is a Python 2 and 3 compatibility library. It provides utility functions
for smoothing over the differences between the Python versions with the goal of
writing Python code that is compatible on both Python versions. See the
documentation for more information on what is provided.
須要安裝pyparsing
http://pyparsing.wikispaces.com/Download+and+Installation
說明: The pyparsing module is an alternative approach to creating and executing simple grammars, vs. the traditional lex/yacc approach, or the use of regular expressions. The pyparsing module provides a library of classes that client code uses to construct the grammar directly in Python code. Here is a program to parse "Hello, World!" (or any greeting of the form "<salutation>, <addressee>!"): from pyparsing import Word, alphas greet = Word( alphas ) + "," + Word( alphas ) + "!" hello = "Hello, World!" print hello, "->", greet.parseString( hello ) The program outputs the following: Hello, World! -> ['Hello', ',', 'World', '!']
二、安裝matplotlib
http://sourceforge.net/projects/matplotlib/?source=dlp
python2.7 setup.py install
>>> import matplotlib
>>> print matplotlib.__version__
1.3.1
http://matplotlib.org/1.3.1/api/pyplot_summary.html
三、例子
代碼:
""" This example shows how to use a path patch to draw a bunch of rectangles for an animated histogram """ import numpy as np import matplotlib.pyplot as plt import matplotlib.patches as patches import matplotlib.path as path import matplotlib.animation as animation fig, ax = plt.subplots() # histogram our data with numpy data = np.random.randn(1000) n, bins = np.histogram(data, 100) # get the corners of the rectangles for the histogram left = np.array(bins[:-1]) right = np.array(bins[1:]) bottom = np.zeros(len(left)) top = bottom + n nrects = len(left) # here comes the tricky part -- we have to set up the vertex and path # codes arrays using moveto, lineto and closepoly # for each rect: 1 for the MOVETO, 3 for the LINETO, 1 for the # CLOSEPOLY; the vert for the closepoly is ignored but we still need # it to keep the codes aligned with the vertices nverts = nrects*(1+3+1) verts = np.zeros((nverts, 2)) codes = np.ones(nverts, int) * path.Path.LINETO codes[0::5] = path.Path.MOVETO codes[4::5] = path.Path.CLOSEPOLY verts[0::5,0] = left verts[0::5,1] = bottom verts[1::5,0] = left verts[1::5,1] = top verts[2::5,0] = right verts[2::5,1] = top verts[3::5,0] = right verts[3::5,1] = bottom barpath = path.Path(verts, codes) patch = patches.PathPatch(barpath, facecolor='green', edgecolor='yellow', alpha=0.5) ax.add_patch(patch) ax.set_xlim(left[0], right[-1]) ax.set_ylim(bottom.min(), top.max()) def animate(i): # simulate new data coming in data = np.random.randn(1000) n, bins = np.histogram(data, 100) top = bottom + n verts[1::5,1] = top verts[2::5,1] = top ani = animation.FuncAnimation(fig, animate, 100, repeat=False) plt.savefig("./test.png") #測試環境屬於CentOS release 5.4非界面版 #plt.show() #故show不出來
結果:
三、ipython
ipython 是一個 python 的交互式 shell,比默認的python shell 好用得多,支持變量自動補全,自動縮進,支持 bash shell 命令,內置了許多頗有用的功能和函數。
https://github.com/ipython/ipython
[root@typhoeus79 20131113]# ipython Python 2.4.3 (#1, Sep 3 2009, 15:37:37) Type "copyright", "credits" or "license" for more information. IPython 0.8.4 -- An enhanced Interactive Python. ? -> Introduction and overview of IPython's features. %quickref -> Quick reference. help -> Python's own help system. object? -> Details about 'object'. ?object also works, ?? prints more. In [1]: %pycat test. test.png test.py test.txt In [1]: %pycat test.txt test ipython
從python版本看仍是2.4.3,使用python2.7 setup.py install安裝以後再次調用出現以下警告:
/usr/local/sinasrv2/lib/python2.7/site-packages/IPython/utils/path.py:424: UserWarning: Found old IPython config file u'/root/.ipython/ipy_user_conf.py' (modified by user)
將/root/.ipython移走便可。