我在使用numpy genfromtxt时遇到了一个看似非常简单的问题。以下是我的代码(非常简化版):
import numpy as np
in_file_1 = raw_input ('enter name of template file to be scaled:\n')
spec_1 = np.genfromtxt(in_file_1, delimiter = [8,24], dtype =float)
print spec_1
我正在读取的文件非常简单,只有两列,没有标题等内容:
6392.01 0.90286163
6392.05 0.88731778
6392.09 0.87789831
6392.13 0.87716535
6392.16 0.88523003
6392.20 0.90948176
6392.24 0.93056874
6392.28 0.95782283
6392.32 0.98056805
6392.36 0.99623797
6392.39 0.99458828
6392.43 0.9848269
6392.47 0.96011146
6392.51 0.92864767
当我在Python命令行中使用genfromtxt读取以上内容时,它会按照我的期望给出一个两列的数组:
>>> import numpy as np
>>> in_file_1 = raw_input ('enter name of template file to be scaled:\n')
enter name of template file to be scaledl_1714650_052_no_head.txt
>>> spec_1 = np.genfromtxt(in_file_1, delimiter = [8,24], dtype =float)
>>> spec_1
array([[ 6.39201000e+03, 9.02861630e-01],
[ 6.39205000e+03, 8.87317780e-01],
[ 6.39209000e+03, 8.77898310e-01],
[ 6.39213000e+03, 8.77165350e-01],
[ 6.39216000e+03, 8.85230030e-01],
[ 6.39220000e+03, 9.09481760e-01],
[ 6.39224000e+03, 9.30568740e-01],
[ 6.39228000e+03, 9.57822830e-01],
[ 6.39232000e+03, 9.80568050e-01],
[ 6.39236000e+03, 9.96237970e-01],
[ 6.39239000e+03, 9.94588280e-01],
[ 6.39243000e+03, 9.84826900e-01],
[ 6.39247000e+03, 9.60111460e-01],
[ 6.39251000e+03, 9.28647670e-01]])
>>>
但是当我将这个脚本(read_test.py)作为本文顶部的脚本运行时,它返回一个字符串的单列:
[scrooge:Acc_cont_removal/All_stars/Test] darryl% python read_test.py
enter name of template file to be scaled:
l_1714650_052_no_head.txt
[[ 6.39201000e+03 9.02861630e-01]
[ 6.39205000e+03 8.87317780e-01]
[ 6.39209000e+03 8.77898310e-01]
[ 6.39213000e+03 8.77165350e-01]
[ 6.39216000e+03 8.85230030e-01]
[ 6.39220000e+03 9.09481760e-01]
[ 6.39224000e+03 9.30568740e-01]
[ 6.39228000e+03 9.57822830e-01]
[ 6.39232000e+03 9.80568050e-01]
[ 6.39236000e+03 9.96237970e-01]
[ 6.39239000e+03 9.94588280e-01]
[ 6.39243000e+03 9.84826900e-01]
[ 6.39247000e+03 9.60111460e-01]
[ 6.39251000e+03 9.28647670e-01]]
[scrooge:Acc_cont_removal/All_stars/Test] darryl%
我已经尝试了各种分隔符等配置,但我无法弄清楚发生了什么问题,而这段代码在几天前还可以正常运行。在OSX(Lion)上运行,使用的是Python v2.7。
非常感谢您的任何想法。 达里尔
spec_1[1]
应该返回整行,如果你想要单独的元素,可以使用spec_1[1,0]
,spec_1[2,1]
等。另外,如果你在test_read.py
的结尾添加print spec_1.dtype, spec_1.shape
,你会得到什么输出?我得到的是float64 (14, 2)
。 - huon