Skip to content

Instantly share code, notes, and snippets.

@brandonshensley
Last active September 13, 2022 19:14
Show Gist options
  • Save brandonshensley/9807ecf9b744404110c3b38f1d5140a3 to your computer and use it in GitHub Desktop.
Save brandonshensley/9807ecf9b744404110c3b38f1d5140a3 to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "c791ece4",
"metadata": {},
"outputs": [],
"source": [
"import pysm3\n",
"import pysm3.units as u\n",
"import healpy as hp\n",
"import numpy as np\n",
"import pymaster as nmt\n",
"\n",
"from numpy.random import MT19937\n",
"from numpy.random import RandomState, SeedSequence\n",
"\n",
"import matplotlib\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib import rc\n",
"rc('text', usetex=True)\n",
"res_dpi = 300\n",
"ext = 'pdf'\n",
"import cmocean\n",
"\n",
"import warnings\n",
"warnings.filterwarnings(\"ignore\")"
]
},
{
"cell_type": "markdown",
"id": "a119651f",
"metadata": {},
"source": [
"This mask was provided by Raphael Flauger and is available on NERSC at /global/cscratch1/sd/flauger/S4_misc"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "66a9c56e",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 612x388.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mask_512 = hp.read_map('weights_aoa_spsat_apo_gal_512.fits', verbose=False)\n",
"hp.mollview(mask_512)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "0bbafdcb",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 612x388.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mask_128 = hp.ud_grade(mask_512, 128)\n",
"hp.mollview(mask_128)"
]
},
{
"cell_type": "markdown",
"id": "b882fd56",
"metadata": {},
"source": [
"The first objective of this notebook is to compare the BB amplitudes of the \"Optimistic,\" \"Best Guess,\" and \"Pessimistic\" models to investigate why the Pessimistic model has a factor of ~2 small Cl^BB_ell=80 in the Southern Hole."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "6095c3e0",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/a6997a166010916ce04ada58b4872b86/contents\n",
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/1a77be884471968effb02a9e53c2a236/contents\n",
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/2233e1624d4c24ef8100824b8c088c68/contents\n",
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/ca73bb01bc98b80a5f50b6066aa9c8fe/contents\n",
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/2233e1624d4c24ef8100824b8c088c68/contents\n",
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/ca73bb01bc98b80a5f50b6066aa9c8fe/contents\n",
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/a6997a166010916ce04ada58b4872b86/contents\n",
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/1a77be884471968effb02a9e53c2a236/contents\n"
]
}
],
"source": [
"nside = 128\n",
"sky_0 = pysm3.Sky(nside=nside, preset_strings=[\"d9\", \"s4\", \"f1\", \"a1\", \"co1\"])\n",
"sky_1 = pysm3.Sky(nside=nside, preset_strings=[\"d10\", \"s5\", \"f1\", \"a1\", \"co3\"])\n",
"sky_2 = pysm3.Sky(nside=nside, preset_strings=[\"d12\", \"s7\", \"f1\", \"a2\", \"co3\"])"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "4ca15aee",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"OMP: Info #271: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.\n"
]
}
],
"source": [
"map353_0 = sky_0.get_emission(353*u.GHz).to(u.uK_CMB, equivalencies=u.cmb_equivalencies(353*u.GHz))\n",
"map353_1 = sky_1.get_emission(353*u.GHz).to(u.uK_CMB, equivalencies=u.cmb_equivalencies(353*u.GHz))\n",
"map353_2 = sky_2.get_emission(353*u.GHz).to(u.uK_CMB, equivalencies=u.cmb_equivalencies(353*u.GHz))"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "b9b630d3",
"metadata": {},
"outputs": [],
"source": [
"def ClBB(mask, map1):\n",
" b = nmt.NmtBin.from_nside_linear(hp.get_nside(mask), 10)\n",
" f_2 = nmt.NmtField(mask, map1)\n",
" cl_22 = nmt.compute_full_master(f_2, f_2, b)\n",
" ell_arr = b.get_effective_ells()\n",
" return (ell_arr, cl_22[3])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "29e04b16",
"metadata": {},
"outputs": [],
"source": [
"(ells, clBB_353_0) = ClBB(mask_128, map353_0[1:,:])\n",
"(ells, clBB_353_1) = ClBB(mask_128, map353_1[1:,:])\n",
"(ells, clBB_353_2) = ClBB(mask_128, map353_2[1:,:])"
]
},
{
"cell_type": "markdown",
"id": "7533d1d5",
"metadata": {},
"source": [
"Key plot #1 confirming what has been seen in other analyses: the Pessimistic model has much less power in this patch. It is also more in line with BICEP measurements. See Figure 4 here: https://arxiv.org/pdf/2110.00483.pdf."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "60edf1fb",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 252x216 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Set up plot area\n",
"fig, ax = plt.subplots(1,1,figsize=(3.5, 3.))\n",
"\n",
"ax.set_xscale('log')\n",
"ax.set_yscale('log')\n",
"ax.set_ylabel(r'$\\ell$',fontsize=14)\n",
"ax.set_ylabel(r'$\\ell(\\ell+1)C_\\ell^{BB}\\ [\\mu{\\rm K}_{\\rm CMB}^2]$',fontsize=14)\n",
"ax.axis([20., 2.e3, 1.e0, 1.e3])\n",
"ax.tick_params(axis='both', which='both', labelsize=10,\n",
" bottom=True, top=True, left=True, right=True,\n",
" direction='in')\n",
"\n",
"ax.plot(ells, ells*(ells+1.)*clBB_353_0, label=r'${\\rm Model}\\ 0$', linestyle='--')\n",
"ax.plot(ells, ells*(ells+1.)*clBB_353_1, label=r'${\\rm Model}\\ 1$', linestyle=':')\n",
"ax.plot(ells, ells*(ells+1.)*clBB_353_2, label=r'${\\rm Model}\\ 2$')\n",
"\n",
"handles, labels = ax.get_legend_handles_labels()\n",
"order = [0,1,2]\n",
"leg = ax.legend([handles[idx] for idx in order],[labels[idx] for idx in order],\n",
" loc='upper right', prop={'size': 12}, frameon=False, numpoints=1,\n",
" title=r'$353\\ {\\rm GHz}$')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "ae8a310c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"15.072907486107445 15.073133825521765 6.823299093102635\n"
]
}
],
"source": [
"idx = np.argmin(np.abs(ells-80.))\n",
"Dlbb_0 = ells*(ells+1.)*clBB_353_0/(2.*np.pi)\n",
"Dlbb_1 = ells*(ells+1.)*clBB_353_1/(2.*np.pi)\n",
"Dlbb_2 = ells*(ells+1.)*clBB_353_2/(2.*np.pi)\n",
"print(Dlbb_0[idx], Dlbb_1[idx], Dlbb_2[idx])"
]
},
{
"cell_type": "markdown",
"id": "df16b107",
"metadata": {},
"source": [
"How much can we change the BB amplitude just by using different random realizations of the small scales? Answer: not much."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "983f8ab0",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"0 15.035741661149643\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"1 15.688807003167106\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"2 15.12910258376257\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"3 16.1384803813954\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"4 15.307354363231214\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"5 15.975077708225868\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"6 15.991657165844625\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"7 16.13889111631882\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"8 15.221127465150982\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"No physical unit associated with file /Users/bhensley/.astropy/cache/download/url/437b2626b1f29ce20de57ce934c44436/contents\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"9 15.85012636933953\n"
]
}
],
"source": [
"for i in range(10):\n",
" rs = RandomState(MT19937(SeedSequence(i)))\n",
" sky_1 = pysm3.Sky(nside=nside, preset_strings=[\"d11\"])\n",
" map353_1 = sky_1.get_emission(353*u.GHz).to(u.uK_CMB, equivalencies=u.cmb_equivalencies(353*u.GHz))\n",
" (ells, clBB_353_1) = ClBB(mask_128, map353_1[1:,:])\n",
" Dlbb_1 = ells*(ells+1.)*clBB_353_1/(2.*np.pi)\n",
" print(i, Dlbb_1[idx])"
]
},
{
"cell_type": "markdown",
"id": "eb30b9ab",
"metadata": {},
"source": [
"At this point, it seems likely that the issue is the template, not the processing (log pol tens, small scales, etc.). So let's try working with the GNILC template directly (available on the PLA)."
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "5e875626",
"metadata": {},
"outputs": [],
"source": [
"template_353 = hp.read_map('COM_CompMap_IQU-thermaldust-gnilc-varres_2048_R3.00.fits', field=(0,1,2))\n",
"template_353 = hp.ud_grade(template_353, 128)\n",
"template_353 *= 1.e6 # to uK"
]
},
{
"cell_type": "markdown",
"id": "4e8d9fd3",
"metadata": {},
"source": [
"Indeed, the BB power in the template is higher than BICEP measurements and in line with our Optimistic and Best Guess models. The value here has not been color corrected, so it is ~10% higher than the numbers above. See this issue for more info: https://github.com/galsci/pysm/issues/99"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "e908bbaf",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"17.72077636155711\n"
]
}
],
"source": [
"(ells, clBB_353_tmp) = ClBB(mask_128, template_353[1:,:])\n",
"Dlbb_tmp = ells*(ells+1.)*clBB_353_tmp/(2.*np.pi)\n",
"print(Dlbb_tmp[idx])"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "b8c189bb",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 252x216 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Set up plot area\n",
"fig, ax = plt.subplots(1,1,figsize=(3.5, 3.))\n",
"\n",
"ax.set_xscale('log')\n",
"ax.set_yscale('log')\n",
"ax.set_ylabel(r'$\\ell$',fontsize=14)\n",
"ax.set_ylabel(r'$\\ell(\\ell+1)C_\\ell^{BB}\\ [\\mu{\\rm K}_{\\rm CMB}^2]$',fontsize=14)\n",
"ax.axis([20., 2.e3, 1.e0, 1.e3])\n",
"ax.tick_params(axis='both', which='both', labelsize=10,\n",
" bottom=True, top=True, left=True, right=True,\n",
" direction='in')\n",
"\n",
"ax.plot(ells, ells*(ells+1.)*clBB_353_0, label=r'${\\rm Model}\\ 0$', linestyle='--')\n",
"ax.plot(ells, ells*(ells+1.)*clBB_353_1, label=r'${\\rm Model}\\ 1$', linestyle=':')\n",
"ax.plot(ells, ells*(ells+1.)*clBB_353_2, label=r'${\\rm Model}\\ 2$')\n",
"ax.plot(ells, ells*(ells+1.)*clBB_353_tmp, label=r'${\\rm Template}$')\n",
"\n",
"handles, labels = ax.get_legend_handles_labels()\n",
"order = [0,1,2]\n",
"leg = ax.legend([handles[idx] for idx in order],[labels[idx] for idx in order],\n",
" loc='upper right', prop={'size': 12}, frameon=False, numpoints=1,\n",
" title=r'$353\\ {\\rm GHz}$')"
]
},
{
"cell_type": "markdown",
"id": "88ab358a",
"metadata": {},
"source": [
"Some map-space comparisons of the raw GNILC template with d12 (MKD). They look quite different! The polarization fraction of the GNILC template is quite reasonable."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "34048a46",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"hp.gnomview(template_353[0,:], rot=[280,-65], reso=10)\n",
"hp.gnomview(template_353[1,:], rot=[280,-65], reso=10, min=-40, max=40, cmap=cmocean.cm.balance)\n",
"hp.gnomview(template_353[2,:], rot=[280,-65], reso=10, min=-40, max=40, cmap=cmocean.cm.balance)\n",
"hp.gnomview(mask_128, rot=[280,-65], reso=10)\n",
"hp.gnomview(np.sqrt(template_353[1,:]**2 + template_353[2,:]**2)/template_353[0,:], rot=[280,-65], reso=10,\n",
" min=0, max=0.1)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "261f71b4",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 417.6x460.8 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"hp.gnomview(map353_2[0,:], rot=[280,-65], reso=10)\n",
"hp.gnomview(map353_2[1,:], rot=[280,-65], reso=10, min=-40, max=40, cmap=cmocean.cm.balance)\n",
"hp.gnomview(map353_2[2,:], rot=[280,-65], reso=10, min=-40, max=40, cmap=cmocean.cm.balance)"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "d8785d76",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.7758134546308206 0.9333104930923662\n",
"(196608,) (196608,)\n"
]
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"P_tmp = np.sqrt(template_353[1,:]**2 + template_353[2,:]**2)/template_353[0,:]\n",
"P_d12 = np.sqrt(map353_2[1,:]**2 + map353_2[2,:]**2)/map353_2[0,:]\n",
"\n",
"print(np.median(P_tmp/P_d12), np.std(P_tmp/P_d12))\n",
"print(P_tmp.shape, P_d12.shape)\n",
"\n",
"plt.hist(P_tmp/P_d12.value, range=(0,2));"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "6de0a443",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment