给定一个表示离散坐标变换函数的 4D 数组,使得
arr[x_in, y_in, z_in] = [x_out, y_out, z_out]
我想插值arr到具有更多元素的网格(假设中的样本arr最初是从高元素立方体的规则间隔网格中提取的)。我已经尝试过RegularGridInterpolator来自 scipy,但是这相当慢:
import numpy as np
from scipy.interpolate import RegularGridInterpolator
from time import time
target_size = 32
reduced_size = 5
small_shape = (reduced_size,reduced_size,reduced_size,3)
cube_small = np.random.randint(target_size, size=small_shape, dtype=np.uint8)
igrid = 3*[np.linspace(0, target_size-1, reduced_size)]
large_shape = (target_size, target_size, target_size,3)
cube_large = np.empty(large_shape)
t0 = time()
interpol = RegularGridInterpolator(igrid, cube_small)
for x in np.arange(target_size):
for y in np.arange(target_size):
for z in np.arange(target_size):
cube_large[x,y,z] = interpol([x,y,z])
print(time()-t0) …Run Code Online (Sandbox Code Playgroud) 我想禁用来自特定模块的所有警告,这样
import foo
import bar
foo.warning_method() # should not warn
bar.warning_method() # should warn
Run Code Online (Sandbox Code Playgroud)
有没有办法控制它,或者我是否需要为所有特定警告类型设置过滤器?