用python制作引力波

import numpy as np
import matplotlib.pyplot as plt 
from scipy.io import wavfile

rate_h, hstrain= wavfile.read(r"H1_Strain.wav", "rb")
rate_l, lstrain= wavfile.read(r"L1_Strain.wav","rb")
reftime, ref_H1 = np.genfromtxt('wf_template.txt').transpose

htime_interval = 1/rate_h
litme_interval = 1/rate_l

htime_len = hstrain.shape[0]/rate_h
htime = np.arange(-htime_len/2, htime_len/2, htime_interval)
ltime_len = lstrain.shape[0]/rate_l
ltime = np.arange(-ltime_len/2, ltime_len/2, litme_interval)

fig = plt.figure(figsize=(12, 6))

plth = fig.add_subplot(221)
plth.plot(htime, hstrain, 'y')
plth.set_xlabel('Time(seconds)')
plth.set_ylabel('H1 Strain')
plth.set_title('H1 Strain')

pltl = fig.add_subplot(222)
pltl.plot(ltime, lstrain, 'g')
pltl.set_xlabel('Time (seconds)')
pltl.set_ylabel('L1 Strain')
pltl.set_title('L1 Strain')

pltref = fig.add_subplot(212)
pltref.plot(reftime, ref_H1)
pltref.set_xlabel('Time (seconds)')
pltref.set_ylabel('Timplate Strain')
pltref.set_title('Template')
fig.tight_layout()

plt.savefig("Gravitational_Waves_Original.png")
plt.show()
plt.close(fig)


运行时第七行reftime, ref_H1 = np.genfromtxt('wf_template.txt').transpose
出现cannot unpack non-iterable builtin_function_or_method object
在transpose加上(),运行正确。

import numpy as np
import matplotlib.pyplot as plt 
from scipy.io import wavfile

rate_h, hstrain= wavfile.read(r"H1_Strain.wav", "rb")
rate_l, lstrain= wavfile.read(r"L1_Strain.wav","rb")
reftime, ref_H1 = np.genfromtxt('wf_template.txt').transpose()

htime_interval = 1/rate_h
litme_interval = 1/rate_l

htime_len = hstrain.shape[0]/rate_h
htime = np.arange(-htime_len/2, htime_len/2, htime_interval)
ltime_len = lstrain.shape[0]/rate_l
ltime = np.arange(-ltime_len/2, ltime_len/2, litme_interval)

fig = plt.figure(figsize=(12, 6))

plth = fig.add_subplot(221)
plth.plot(htime, hstrain, 'y')
plth.set_xlabel('Time(seconds)')
plth.set_ylabel('H1 Strain')
plth.set_title('H1 Strain')

pltl = fig.add_subplot(222)
pltl.plot(ltime, lstrain, 'g')
pltl.set_xlabel('Time (seconds)')
pltl.set_ylabel('L1 Strain')
pltl.set_title('L1 Strain')

pltref = fig.add_subplot(212)
pltref.plot(reftime, ref_H1)
pltref.set_xlabel('Time (seconds)')
pltref.set_ylabel('Timplate Strain')
pltref.set_title('Template')
fig.tight_layout()

plt.savefig("Gravitational_Waves_Original.png")
plt.show()
plt.close(fig)


运行结果

真漂亮!