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Fix simulation file saving and remove hardcoded paths #3

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Fix simulation file saving and remove hardcoded paths #3

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14 changes: 8 additions & 6 deletions Model_I/sim_axion.py
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Original file line number Diff line number Diff line change
@@ -1,26 +1,28 @@
import matplotlib.pyplot as plt
import numpy as np
import random

import os
from deeplense.lens import DeepLens


# Number of sims
num_sim = int(5e3)


axion_masses = 10**np.random.uniform(-24,-22,num_sim)
base_path = os.path.join(os.getcwd(), 'data', 'Model_I_test', 'axion')
os.makedirs(base_path, exist_ok=True)

for i in range(num_sim):
lens = DeepLens(axion_mass=axion_masses[i])
lens.make_single_halo(1e12)
lens.make_vortex(3e10)
lens.make_source_light()
lens.simple_sim()
File = np.array([lens.image_real,axion_masses[i]])
np.save('/users/mtoomey/scratch/deeplense/Model_I_test/axion/axion_sim_' + str(random.getrandbits(128)),File)

filename = f"axion_sim_{random.getrandbits(128)}.npz"
path = os.path.join(base_path, filename)

np.savez(path,
image=lens.image_real,
axion_mass=axion_masses[i])

if False:
plt.figure(figsize=(10,5))
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