01.2025
This commit is contained in:
18
script/CPython/hfitoff.py
Executable file → Normal file
18
script/CPython/hfitoff.py
Executable file → Normal file
@@ -1,25 +1,21 @@
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import numpy as np
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from scipy.optimize import leastsq
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def hfitoff(data, xdeg):
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"""
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Harmonic fit with offset
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"""
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start, end = min(xdeg), max(xdeg)
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guess_amplitude = 2 ** 0.5 * np.std(data)
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guess_amplitude = 4 * np.std(data)
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guess_phase = 0
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guess_offset = np.mean(data)
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xrad = xdeg / 180 * np.pi
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optimize_func = lambda x: x[0] * np.sin(xrad + x[1]) + x[2] - data
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optimize_func = lambda x: x[0] * np.sin((xdeg + x[1]) * np.pi / 180) + x[2] - data
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fit_amplitude, fit_phase, fit_offset = leastsq(optimize_func, [guess_amplitude, guess_phase, guess_offset])[0]
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if fit_amplitude < 0:
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fit_amplitude = -fit_amplitude
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fit_phase = fit_phase - np.pi
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fit_phase = fit_phase + 180
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fit_xdeg = np.linspace(start, end, 100)
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fit_data = fit_amplitude * np.sin(fit_xdeg / 180 * np.pi + fit_phase) + fit_offset
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fit_phase_deg = fit_phase / np.pi * 180
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ph_crest = 90 - fit_phase_deg
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if ph_crest > 180:
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ph_crest = ph_crest - 360
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return (fit_amplitude, fit_phase_deg, fit_offset, ph_crest, fit_xdeg, fit_data)
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fit_data = fit_amplitude * np.sin((fit_xdeg + fit_phase) * np.pi / 180) + fit_offset
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ph_crest = 90 - fit_phase
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ph_crest = ph_crest % 360
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return (fit_amplitude, fit_phase, fit_offset, ph_crest, fit_xdeg, fit_data)
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@@ -16,6 +16,8 @@ def linfit(x, y):
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ret = call_jep("CPython/linfit", "linfit", [to_npa(x),to_npa(y)])
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return (ret[0].data, ret[1].data, ret[2].data, ret[3])
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def python_version():
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return eval_jep("import sys; sys.version")
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