使用列表理解向数组列表的第一个索引添加值 Python

Question

下面的 Vals 列表理解修改了 Values，这样对于第 n 行的数量，它索引数组值。我如何才能向 Vals 列表推导添加一个增量，在所有修改后的列表前面添加 100？我只想修改列表理解函数来做到这一点。

import numpy as np 

first_index_val = 100
Values = np.array([[130,123,135.3,139.05,156.08,163.88,173.72],
                  [130,123,135.3,139.05,156.08,163.88,173.72],
                  [130,123,135.3,139.05,156.08,163.88,173.72],
                  [130,123,135.3,139.05,156.08,163.88,173.72],
                  [130,123,135.3,139.05,156.08,163.88,173.72],
                  [130,123,135.3,139.05,156.08,163.88,173.72],
                  [130,123,135.3,139.05,156.08,163.88,173.72]])

Vals = np.array([arr[i:] for i,arr in enumerate(Values.tolist())])

输出：

[list([130.0, 123.0, 135.3, 139.05, 156.08, 163.88, 173.72])
 list([123.0, 135.3, 139.05, 156.08, 163.88, 173.72])
 list([135.3, 139.05, 156.08, 163.88, 173.72])
 list([139.05, 156.08, 163.88, 173.72]) list([156.08, 163.88, 173.72])
 list([163.88, 173.72]) list([173.72])]

预期输出：

[list([100, 130.0, 123.0, 135.3, 139.05, 156.08, 163.88, 173.72])
 list([100, 123.0, 135.3, 139.05, 156.08, 163.88, 173.72])
 list([100, 135.3, 139.05, 156.08, 163.88, 173.72])
 list([100, 139.05, 156.08, 163.88, 173.72]) list([100, 156.08, 163.88, 173.72])
 list([100, 163.88, 173.72]) list([100, 173.72])]

Answer 1

只需在列表理解中添加。

Vals = np.array([[100] + arr[i:] for i,arr in enumerate(Values.tolist())])

Answer 2

这是我的看法，简单明了。

import numpy as np

first_index_val = 100
values = np.array([[130, 123, 135.3, 139.05, 156.08, 163.88, 173.72],
               [130, 123, 135.3, 139.05, 156.08, 163.88, 173.72],
               [130, 123, 135.3, 139.05, 156.08, 163.88, 173.72],
               [130, 123, 135.3, 139.05, 156.08, 163.88, 173.72],
               [130, 123, 135.3, 139.05, 156.08, 163.88, 173.72],
               [130, 123, 135.3, 139.05, 156.08, 163.88, 173.72],
               [130, 123, 135.3, 139.05, 156.08, 163.88, 173.72]])

values = np.array([ [100] + arr[i:] for i, arr in enumerate(values.tolist())])
print(values)

使用列表理解向数组列表的第一个索引添加值 Python

Adding a value to the first index of a list of array by using a list comprehension Python

python

arrays

numpy

list-comprehension

list