adding zeta stuff
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@ -1,7 +1,7 @@
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import numpy as np
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from numpy.lib.scimath import sqrt as csqrt
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import pynam.util.complex_quad
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import pynam.util
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def g(w, wp):
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@ -35,7 +35,7 @@ def i2(w, wp, k, v):
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def a(w, k, v, t):
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return pynam.util.complex_quad.complex_quad(
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return pynam.util.complex_quad(
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lambda wp: np.tanh((w + wp) / (2 * t)) * (i1(w, wp, k, v)),
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1 - w, 1
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)[0]
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@ -46,7 +46,7 @@ def b_int(wp, w, k, v, t):
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def b(w, k, v, t, b_max=np.inf):
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return pynam.util.complex_quad.complex_quad(
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return pynam.util.complex_quad(
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lambda wp: b_int(wp, w, k, v, t), 1, b_max
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)[0]
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@ -41,7 +41,7 @@ def i2(w, wp, k, v):
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def a(w, k, v, t):
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result = pynam.util.complex_quad.complex_quad(
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result = pynam.util.complex_quad(
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lambda wp: np.tanh((w + wp) / (2 * t)) * (i1(w, wp, k, v)),
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1 - w, 1,
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epsabs=1e-10
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@ -12,7 +12,7 @@ def get_zeta_p_integrand(eps: Callable[[float], complex]) -> Callable[[float, fl
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:param eps:
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:return:
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"""
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def zeta_p_integrand(u: float, y: float) -> complex:
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def zeta_p_integrand(y: float, u: float) -> complex:
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"""
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Here y and u are in units of vacuum wavelength, coming from Ford-Weber / from the EWJN noise expressions.
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:param u:
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@ -31,15 +31,15 @@ def get_zeta_p_integrand(eps: Callable[[float], complex]) -> Callable[[float, fl
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return zeta_p_integrand
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# def get_zeta_p_function(eps: Callable[[float], complex]):
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# def zeta_p(u: float) -> complex:
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# zeta_p_integrand = get_zeta_integrand(eps)
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#
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# integral_result = pynam.util.complex_quad(zeta_p_integrand, 0, np.inf)
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#
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# print(integral_result)
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# integral = integral_result[0]
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#
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# return integral * 2j
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#
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# return zeta_p
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def get_zeta_p_function(eps: Callable[[float], complex]):
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def zeta_p(u: float) -> complex:
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zeta_p_integrand = get_zeta_p_integrand(eps)
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integral_result = pynam.util.complex_quad(lambda y: zeta_p_integrand(y, u), 0, np.inf)
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print(integral_result)
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integral = integral_result[0]
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return integral * 2j
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return zeta_p
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@ -1 +1 @@
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from pynam.util.complex_quad import complex_quad, complex_quadrature
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from pynam.util.complex_integrate import complex_quad, complex_quadrature
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@ -15,6 +15,7 @@ def complex_quad(func, a, b, **kwargs):
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return real_integral[0] + 1j * imag_integral[0], real_integral[1:], imag_integral[1:]
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def complex_quadrature(func, a, b, **kwargs):
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def real_func(x):
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@ -14,10 +14,10 @@ def zeta_p_integrand_lindhard():
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@pytest.mark.parametrize("test_input,expected", [
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# u y zeta_p_i(u, y)
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# y u zeta_p_i(u, y)
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((100, 100), -6.891930153028566e-13 - 7.957747045025948e-9j),
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((100, 1e5), -1.0057257267146669e-10 - 4.0591966623027983e-13j),
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((1e5, 100), 1.1789175285399862e-8 - 7.957833322596519e-9j)
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((1e5, 100), -1.0057257267146669e-10 - 4.0591966623027983e-13j),
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((100, 1e5), 1.1789175285399862e-8 - 7.957833322596519e-9j)
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])
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def test_zeta_p_integrand_lindhard(zeta_p_integrand_lindhard, test_input, expected):
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actual = zeta_p_integrand_lindhard(*test_input)
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@ -26,3 +26,23 @@ def test_zeta_p_integrand_lindhard(zeta_p_integrand_lindhard, test_input, expect
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actual, expected,
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rtol=1e-7, err_msg='Zeta_p is inaccurate for Lindhard case', verbose=True
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)
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@pytest.fixture
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def zeta_p_lindhard():
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params = CalculationParams(omega=1e9, v_f=2e6, omega_p=3.544907701811032e15, tau=1e-14)
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eps_l = pynam.dielectric.get_lindhard_dielectric(params)
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return pynam.noise.zeta.get_zeta_p_function(eps_l)
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@pytest.mark.parametrize("test_input,expected", [
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# u zeta_p(u)
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(1, 0.000199609 - 0.000199608j),
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])
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def test_zeta_p(zeta_p_lindhard, test_input, expected):
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actual = zeta_p_lindhard(test_input)
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np.testing.assert_allclose(
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actual, expected,
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rtol=1e-7, err_msg='Zeta_p is inaccurate for Lindhard case', verbose=True
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)
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@ -9,3 +9,12 @@ def test_complex_quad():
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actual, (6**3)/3 + 1j*(6**4)/4,
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decimal=7, err_msg='complex quadrature is broken', verbose=True
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)
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def test_complex_quadrature():
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actual = pynam.util.complex_integrate.complex_quadrature(lambda x: x ** 2 + 1j * x ** 3, 0, 6)[0]
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# int_1^6 dx x^2 + i x^3 should equal (1/3)6^3 + (i/4)6^4
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np.testing.assert_almost_equal(
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actual, (6**3)/3 + 1j*(6**4)/4,
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decimal=7, err_msg='complex quadrature is broken', verbose=True
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)
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