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Python numpy.ndarray.view()用法及代码示例


numpy.ndarray.view()有助于获得具有相同数据的数组的新视图。

用法: ndarray.view(dtype=None, type=None)

参数:
dtype:返回视图的数据类型描述符,例如float32或int16。默认值为None(无),导致视图具有与a相同的数据类型。
type:Python类型,可选


返回:ndarray或矩阵。

代码1:

# Python program explaining   
# numpy.ndarray.view() function  
  
import numpy as geek 
  
a = geek.arange(10, dtype ='int16') 
  
print("a is:\n", a) 
  
# using view() method 
v = a.view('int32') 
print("\n After using view() with dtype = 'int32' a is:\n", a) 
  
v += 1
  
# addition of 1 to each element of v 
print("\n After using view() with dtype = 'int32' and adding 1 a is:\n", a)
输出:
a is:
 [0 1 2 3 4 5 6 7 8 9]

 After using view() with dtype = 'int32' a is:
 [0 1 2 3 4 5 6 7 8 9]

 After using view() with dtype = 'int32' and adding 1 a is:
 [1 1 3 3 5 5 7 7 9 9]


代码2:

# Python program explaining   
# numpy.ndarray.view() function  
  
import numpy as geek 
  
a = geek.arange(10, dtype ='int16') 
print("a is:", a) 
  
# Using view() method 
v = a.view('int16') 
print("\n After using view() with dtype = 'int16' a is:\n", a) 
  
v += 1
# addition of 1 to each element of v 
print("\n After using view() with dtype = 'int16' and adding 1 a is:\n", a)
输出:
a is:[0 1 2 3 4 5 6 7 8 9]

 After using view() with dtype = 'int16' a is:
 [0 1 2 3 4 5 6 7 8 9]

 After using view() with dtype = 'int16' and adding 1 a is:
 [ 1  2  3  4  5  6  7  8  9 10]


代码3:

# Python program explaining   
# numpy.ndarray.view() function  
  
import numpy as geek 
  
a = geek.arange(10, dtype ='int16') 
print("a is:\n", a) 
  
v = a.view('int8') 
print("\n After using view() with dtype = 'int8' a is:\n", a) 
  
v += 1
# addition of 1 to each element of v 
print("\n Ater using view() with dtype = 'int8' and adding 1 a is:\n", a)
输出:
a is:
 [0 1 2 3 4 5 6 7 8 9]

 After using view() with dtype = 'int8' a is:
 [0 1 2 3 4 5 6 7 8 9]

 Ater using view() with dtype = 'int8' and adding 1 a is:
 [257 258 259 260 261 262 263 264 265 266]


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注:本文由纯净天空筛选整理自ArkadipGhosh大神的英文原创作品 numpy.ndarray.view() in Python。非经特殊声明,原始代码版权归原作者所有,本译文未经允许或授权,请勿转载或复制。