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Brute force hack to make DECaLS run on laptop and Vulcain
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We take psf with and without a space to define a star just to get the code running across both machines #2 #3 #4 #7 #8 #15 #16
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@raphaelshirley
raphaelshirley committed Dec 5, 2017
1 parent 31533e9 commit 50d677f
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Showing 7 changed files with 102 additions and 48 deletions.
94 changes: 71 additions & 23 deletions dmu1/dmu1_ml_COSMOS/1.3_DECaLS.ipynb
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{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"from herschelhelp_internal import git_version\n",
Expand All @@ -32,7 +34,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%matplotlib inline\n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"bands = [\"u\", \"g\", \"r\", \"i\", \"z\", \"y\"]\n",
Expand All @@ -133,6 +139,7 @@
" \n",
" stellarities[band] = np.full(len(orig_decals),0., dtype='float32')\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF \" ] = 1.\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF\" ] = 1.\n",
" \n",
" # Some sources have an infinite magnitude\n",
" mask = np.isinf(magnitudes[band])\n",
Expand All @@ -155,7 +162,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_ap_evol(magnitudes['u'], stellarities['u'], labels=apertures)"
Expand All @@ -171,7 +180,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_vs_apcor(magnitudes['u'][4], \n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_ap_evol(magnitudes['g'], stellarities['g'], labels=apertures)"
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{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_vs_apcor(magnitudes['g'][4], \n",
Expand All @@ -243,7 +258,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# Aperture correction\n",
Expand All @@ -268,7 +285,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_ap_evol(magnitudes['r'], stellarities['r'], labels=apertures)"
Expand All @@ -284,7 +303,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_vs_apcor(magnitudes['r'][4], \n",
Expand All @@ -302,7 +323,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# Aperture correction\n",
Expand All @@ -326,7 +349,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_ap_evol(magnitudes['i'], stellarities['i'], labels=apertures)"
Expand All @@ -335,7 +360,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_vs_apcor(magnitudes['i'][4], \n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_ap_evol(magnitudes['z'], stellarities['z'], labels=apertures)"
Expand All @@ -389,7 +418,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_vs_apcor(magnitudes['z'][4], \n",
Expand Down Expand Up @@ -434,7 +465,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_ap_evol(magnitudes['y'], stellarities['y'], labels=apertures)"
Expand All @@ -443,7 +476,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_plot_mag_vs_apcor(magnitudes['y'][4], \n",
Expand Down Expand Up @@ -582,7 +617,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"flux_to_mag_vect = np.vectorize(flux_to_mag)\n",
Expand Down Expand Up @@ -632,6 +669,7 @@
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true,
"scrolled": true
},
"outputs": [],
Expand All @@ -656,7 +694,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"SORT_COLS = [#'merr_ap_decam_u',\n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_astcor_diag_plot(catalogue[RA_COL], catalogue[DEC_COL], \n",
Expand All @@ -716,7 +758,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"delta_ra, delta_dec = astrometric_correction(\n",
Expand Down Expand Up @@ -745,7 +789,9 @@
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"nb_astcor_diag_plot(catalogue[RA_COL], catalogue[DEC_COL], \n",
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{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"GAIA_FLAG_NAME = \"decals_flag_gaia\"\n",
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1 change: 1 addition & 0 deletions dmu1/dmu1_ml_GAMA-09/1.3_DECaLS.ipynb
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Expand Up @@ -164,6 +164,7 @@
" \n",
" stellarities[band] = np.full(len(orig_decals),0., dtype='float32')\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF \" ] = 1.\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF\" ] = 1.\n",
" \n",
" # Some sources have an infinite magnitude\n",
" mask = np.isinf(magnitudes[band])\n",
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51 changes: 26 additions & 25 deletions dmu1/dmu1_ml_GAMA-12/1.1_DECaLS.ipynb
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1 change: 1 addition & 0 deletions dmu1/dmu1_ml_GAMA-15/1.1_DECaLS.ipynb
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Expand Up @@ -164,6 +164,7 @@
" \n",
" stellarities[band] = np.full(len(orig_decals),0., dtype='float32')\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF \" ] = 1.\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF\" ] = 1.\n",
" \n",
" # Some sources have an infinite magnitude\n",
" mask = np.isinf(magnitudes[band])\n",
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1 change: 1 addition & 0 deletions dmu1/dmu1_ml_Herschel-Stripe-82/1.8_DECaLS.ipynb
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Expand Up @@ -164,6 +164,7 @@
" \n",
" stellarities[band] = np.full(len(orig_decals),0., dtype='float32')\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF \" ] = 1.\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF\" ] = 1.\n",
" \n",
" # Some sources have an infinite magnitude\n",
" mask = np.isinf(magnitudes[band])\n",
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1 change: 1 addition & 0 deletions dmu1/dmu1_ml_NGP/1.1_DECaLS.ipynb
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Expand Up @@ -164,6 +164,7 @@
" \n",
" stellarities[band] = np.full(len(orig_decals),0., dtype='float32')\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF \" ] = 1.\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF\" ] = 1.\n",
" \n",
" # Some sources have an infinite magnitude\n",
" mask = np.isinf(magnitudes[band])\n",
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1 change: 1 addition & 0 deletions dmu1/dmu1_ml_XMM-LSS/1.6_DECaLS.ipynb
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Expand Up @@ -164,6 +164,7 @@
" \n",
" stellarities[band] = np.full(len(orig_decals),0., dtype='float32')\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF \" ] = 1.\n",
" stellarities[band][np.array( orig_decals[\"type\"]) == \"PSF\" ] = 1.\n",
" \n",
" # Some sources have an infinite magnitude\n",
" mask = np.isinf(magnitudes[band])\n",
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