From 43cefb5487b14f727e2bc1b9e9cdf9805f82112b Mon Sep 17 00:00:00 2001 From: Scott Prahl Date: Tue, 7 May 2024 12:15:24 -0700 Subject: [PATCH] simplify mie_cdf and fix notebook --- docs/06_random_deviates.ipynb | 18 +++++++++--------- miepython/miepython.py | 13 ++----------- miepython/miepython_nojit.py | 13 ++----------- 3 files changed, 13 insertions(+), 31 deletions(-) diff --git a/docs/06_random_deviates.ipynb b/docs/06_random_deviates.ipynb index 9f0b5e5..8e470cb 100644 --- a/docs/06_random_deviates.ipynb +++ b/docs/06_random_deviates.ipynb @@ -207,7 +207,7 @@ "text": [ "Help on function mie_cdf in module miepython.miepython:\n", "\n", - "mie_cdf(m, x, num, norm='albedo')\n", + "mie_cdf(m, x, num)\n", " Create a CDF for unpolarized scattering uniformly spaced in cos(theta).\n", "\n", " The CDF covers scattered (exit) angles ranging from 180 to 0 degrees.\n", @@ -293,7 +293,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -314,7 +314,7 @@ "\n", "x = 2*np.pi*r/lambdaa\n", "\n", - "num=20\n", + "num=50\n", "mu, cdf = miepython.mie_cdf(m,x,num)\n", "\n", "plt.figure(figsize=(8,4.5))\n", @@ -350,7 +350,7 @@ "text": [ "Help on function mie_mu_with_uniform_cdf in module miepython.miepython:\n", "\n", - "mie_mu_with_uniform_cdf(m, x, num, norm='albedo')\n", + "mie_mu_with_uniform_cdf(m, x, num)\n", " Create a CDF for unpolarized scattering for uniform CDF.\n", "\n", " The CDF covers scattered (exit) angles ranging from 180 to 0 degrees.\n", @@ -467,7 +467,7 @@ " Args:\n", " mu_cdf: a cumulative distribution function\n", "\n", - " Returns\n", + " Returns:\n", " The cosine of the scattering angle\n", "\n" ] @@ -484,7 +484,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -492,7 +492,7 @@ "metadata": { "image/png": { "height": 432, - "width": 713 + "width": 722 } }, "output_type": "display_data" @@ -512,12 +512,12 @@ "s = (abs(s1)**2+abs(s2)**2)/2\n", "\n", "# generate a bunch of random angles\n", - "num_deviates = 100000\n", + "num_deviates = 1000000\n", "angles = np.empty(num_deviates)\n", "for i in range(num_deviates) :\n", " angles[i] = miepython.generate_mie_costheta(mu)\n", " \n", - "num_bins = 20\n", + "num_bins = 40\n", "plt.figure(figsize=(8,4.5))\n", "plt.hist(angles, bins=num_bins) \n", "plt.plot(mu,s*num_deviates/num_bins*4*np.pi)\n", diff --git a/miepython/miepython.py b/miepython/miepython.py index 2629da1..70952ff 100644 --- a/miepython/miepython.py +++ b/miepython/miepython.py @@ -622,17 +622,8 @@ def mie_cdf(m, x, num): cdf: array of cumulative distribution function values """ mu = np.linspace(-1, 1, num) - s1, s2 = mie_S1_S2(m, x, mu, norm='one') - - s = (np.abs(s1)**2 + np.abs(s2)**2) / 2 - - cdf = np.zeros(num) - total = 0 - for i in range(num): - # need the extra 2pi because scattering normalized over 4π steradians - total += s[i] * (2 / num) - cdf[i] = total - + intensity_per_mu = i_unpolarized(m, x, mu, norm='4pi') / num + cdf = np.cumsum(intensity_per_mu) return mu, cdf diff --git a/miepython/miepython_nojit.py b/miepython/miepython_nojit.py index d59a480..606441f 100644 --- a/miepython/miepython_nojit.py +++ b/miepython/miepython_nojit.py @@ -539,17 +539,8 @@ def mie_cdf(m, x, num): cdf: array of cumulative distribution function values """ mu = np.linspace(-1, 1, num) - s1, s2 = mie_S1_S2(m, x, mu, norm='one') - - s = (np.abs(s1)**2 + np.abs(s2)**2) / 2 - - cdf = np.zeros(num) - total = 0 - for i in range(num): - # need the extra 2pi because scattering normalized over 4π steradians - total += s[i] * 2 * np.pi * (2 / num) - cdf[i] = total - + intensity_per_mu = i_unpolarized(m, x, mu, norm='4pi') / num + cdf = np.cumsum(intensity_per_mu) return mu, cdf