python The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()
时间: 2023-10-28 16:58:54 浏览: 108
Python函数any()和all()的用法及区别介绍
In Python, when you try to evaluate the truth value of an array with more than one element, it can be ambiguous because it is not clear which element or elements you are referring to. To resolve this ambiguity, you can use either the `any()` or `all()` function.
The `any()` function returns `True` if at least one element in the array is true, and `False` otherwise. The `all()` function, on the other hand, returns `True` only if all elements in the array are true; otherwise, it returns `False`.
Here's an example to illustrate their usage:
```python
import numpy as np
arr = np.array([True, False, True])
# Using any()
if arr.any():
print("At least one element is true")
else:
print("No element is true")
# Using all()
if arr.all():
print("All elements are true")
else:
print("Not all elements are true")
```
In this example, since there is at least one `True` value in the array, the output will be:
```
At least one element is true
Not all elements are true
```
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