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@zonca
Created May 2, 2022 20:05
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "295ee87f-12bc-4581-b97b-167bcedf997d",
"metadata": {},
"outputs": [],
"source": [
"import pysm3\n",
"import healpy as hp\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from pysm3 import units as u"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "c5fa63df-67dd-4d60-b831-4b37cb09c2ef",
"metadata": {},
"outputs": [],
"source": [
"def anafast(m):\n",
" return hp.anafast(m, iter=10)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "1cef9792-8505-47c7-b84f-9f2247908fc2",
"metadata": {},
"outputs": [],
"source": [
"#!grep cl pysm3/data/presets.cfg"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "50bb3415-4583-4b71-a97a-fad76ce720f3",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/zonca/.virtualenvs/pysm/lib/python3.8/site-packages/healpy/fitsfunc.py:643: ComplexWarning: Casting complex values to real discards the imaginary part\n",
" alm.real[i] = almr\n",
"/home/zonca/.virtualenvs/pysm/lib/python3.8/site-packages/healpy/fitsfunc.py:644: ComplexWarning: Casting complex values to real discards the imaginary part\n",
" alm.imag[i] = almi\n"
]
}
],
"source": [
"alm = pysm3.template.read_alm(\"dust_gnilc/raw/gnilc_dust_largescale_template_logpoltens_alm_nside2048_lmax3072_complex64.fits\", has_polarization=True)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "75a7f06d-e765-4075-b69a-177fea853ca6",
"metadata": {},
"outputs": [],
"source": [
"small_scale_cl = pysm3.template.read_cl(\"dust_gnilc/raw/gnilc_dust_small_scales_logpoltens_cl_lmax16384.fits\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "b67b5b2c-b996-4884-83e6-44799b147462",
"metadata": {},
"outputs": [],
"source": [
"nside = 512\n",
"\n",
"lmax = 3*nside-1"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "c8805f95-23c0-4f9f-93b2-5363e120fbd6",
"metadata": {},
"outputs": [],
"source": [
"synalm_lmax = lmax"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "12d289b8-b45d-429c-ad5b-e465df06e7a5",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1535"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"lmax"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "1b4efb22-3143-4a08-a395-eff846280b40",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1458.25"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
".95*lmax"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "a24c4b55-28b4-4e01-beff-30c14a769299",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/zonca/.virtualenvs/pysm/lib/python3.8/site-packages/healpy/sphtfunc.py:492: ComplexWarning: Casting complex values to real discards the imaginary part\n",
" (np.asarray(cl, dtype=np.float64) if cl is not None else None)\n"
]
}
],
"source": [
" alm_small_scale = hp.synalm(\n",
" list(small_scale_cl.value)\n",
" + [np.zeros_like(small_scale_cl[0])] * 3,\n",
" lmax=synalm_lmax,\n",
" new=True,\n",
" )\n",
" \n",
" lmax = min(synalm_lmax, 3 * nside - 1)\n",
" alm_small_scale = np.array(\n",
" [hp.almxfl(each, np.ones(int(lmax))) for each in alm_small_scale]\n",
" )"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "9d5e41af-98ff-4f7d-97bf-51adb86c763e",
"metadata": {},
"outputs": [],
"source": [
"map_healpix = hp.alm2map(alm.value, nside=nside) + hp.alm2map(alm_small_scale, nside=nside)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "3e01a573-73f1-4e88-9af9-dc68e35a0495",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.11451621372724687"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.rad2deg(hp.nside2resol(nside))"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "c637d7c6-30ca-4fdb-b2e1-8f4ffd659149",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([ 4.86406108e+00, 2.09102009e-02, -3.88397602e-03])"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"map_healpix.mean(axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "567ed740-4bbd-499d-8a1e-eaf3fb927247",
"metadata": {},
"outputs": [],
"source": [
"map_healpix = pysm3.utils.log_pol_tens_to_map(map_healpix)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "f5d9762b-2990-448b-a022-6332d6936900",
"metadata": {},
"outputs": [],
"source": [
"map_healpix_through_alm = hp.alm2map(hp.map2alm(map_healpix, iter=10, lmax=lmax), nside=nside)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "049e569f-1f91-4601-b2f9-27553e0a8f8c",
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "d4c75bfb-55b7-4c78-8eae-c4ce49301a31",
"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": [
"hp.mollview(map_healpix[0], min=0, max=1e3, title=\"I emission\")"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "7aa87967-081d-4e27-89cf-1ea925026e13",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(3, 4723201)"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"alm.shape"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "28d54d9a-eb69-403d-aa1c-a084afa8ac21",
"metadata": {},
"outputs": [],
"source": [
"nlon, nlat = pysm3.utils.lmax2nlon(lmax), pysm3.utils.lmax2nlat(lmax)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "029129d6-6e73-4622-a4cf-d8ed9548f421",
"metadata": {},
"outputs": [],
"source": [
"map_gl = pysm3.utils.gl_alm2map(alm.value, lmax=lmax, nlon=nlon, nlat=nlat) + pysm3.utils.gl_alm2map(alm_small_scale, lmax=lmax, nlon=nlon, nlat=nlat)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "423f2802-d71b-4ebd-a304-54f2b5f46a2c",
"metadata": {},
"outputs": [],
"source": [
"map_gl = pysm3.utils.log_pol_tens_to_map(map_gl)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "b6feb413-19d3-4a19-b839-0d1c431d0702",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([206.63139297, 4.94592142, -0.57760846])"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"map_gl.mean(axis=(1,2))"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "acdb4a28-f267-437f-ad70-8890c0aaf9cc",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(3, 1536, 3072)"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"map_gl.shape"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "e4919e08-038f-49c4-b70c-9d368b02b447",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"4718592"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"map_gl[0].size"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "2c66c787-b20a-49d0-9da2-769f51bcdb23",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7fa76d3ae850>"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
},
{
"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": [
"plt.imshow(map_gl[0])"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "cc54c301-8a4b-45a2-a491-a2f195d17cd9",
"metadata": {},
"outputs": [],
"source": [
"alm_from_map_gl = pysm3.utils.gl_map2alm(map_gl, lmax=lmax)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "efcc68f6-3886-4d80-8f09-fd8958647eda",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x7fa76d275790>]"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
},
{
"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": [
"plt.loglog(hp.alm2cl(alm_from_map_gl)[0])"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "cbc19b0a-f59d-44f0-9190-9dc6f25be048",
"metadata": {},
"outputs": [],
"source": [
"map_healpix_from_gl = hp.alm2map(alm_from_map_gl, nside=nside)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "259b697b-4f90-460c-904e-8ed29714c4b9",
"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": [
"hp.mollview(map_healpix_from_gl[0])"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "ce6c8e8b-7abf-4c79-b89c-83e08535c37b",
"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"
}
],
"source": [
"hp.gnomview(map_healpix_from_gl[0]-map_healpix[0], rot=[0,0], xsize=2000, reso=.5)"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "528f985e-daba-4298-a6b3-068d5861b0f2",
"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"
},
{
"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"
},
{
"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": [
"for i_pol,pol in enumerate(\"IQU\"):\n",
" hp.mollview(map_healpix_from_gl[i_pol]-map_healpix[i_pol], title=f\"GL - HEALPix: {pol}\" )"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "00b0775d-3ad3-410c-8e6d-c662bc3133db",
"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"
},
{
"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"
},
{
"data": {
"image/png": 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