python中换种方式输出以下代码:import os import numpy as np import matplotlib.pyplot as plt os.chdir("C:\\Users\\86182\\Desktop\\HW3") files = [f for f in os.listdir() if f.endswith(".xy")] for file in files: data = np.genfromtxt(file, delimiter=",", missing_values="", filling_values=np.nan) x = data[:,0] y = data[:,1]
时间: 2024-01-02 20:04:22 浏览: 118
Sure, here's an alternative way to write the code:
```python
import os
import numpy as np
import matplotlib.pyplot as plt
# Change to the directory containing the data files
os.chdir("C:/Users/86182/Desktop/HW3")
# Get a list of all files in the directory with .xy extension
files = filter(lambda f: f.endswith(".xy"), os.listdir())
# Loop over each file and process the data
for file in files:
# Load the data from the file into a numpy array
data = np.genfromtxt(file, delimiter=",", missing_values="", filling_values=np.nan)
# Extract x and y values from the data
x = data[:,0]
y = data[:,1]
# Plot the data
plt.plot(x, y)
# Add axis labels and a title to the plot
plt.xlabel('X values')
plt.ylabel('Y values')
plt.title('Data from .xy files')
plt.show()
```
This code achieves the same result as the original code, but uses a lambda function and the `filter()` function to get a list of all files in the directory with the .xy extension. It also uses forward slashes in the file path to avoid having to escape backslashes. Additionally, it includes axis labels and a title for the plot.
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