From 3e580d4988e4d1248a29228be81e416b31dc63b5 Mon Sep 17 00:00:00 2001 From: sgmAstro Date: Fri, 25 Feb 2022 16:24:00 +0000 Subject: [PATCH] Nb fixes (IS_BOUNDARY fix) --- docs/nb/d8LF_qa.ipynb | 57 +- docs/nb/randoms_n8_qa.ipynb | 1153 ++++++++++++++--------------------- findfile.py | 4 + 3 files changed, 505 insertions(+), 709 deletions(-) diff --git a/docs/nb/d8LF_qa.ipynb b/docs/nb/d8LF_qa.ipynb index 9cc4be90..1b32c4b5 100644 --- a/docs/nb/d8LF_qa.ipynb +++ b/docs/nb/d8LF_qa.ipynb @@ -3,7 +3,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "b6ec34f4", + "id": "bc4c3f36", "metadata": {}, "outputs": [], "source": [ @@ -21,7 +21,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "f948345d", + "id": "cb94756a", "metadata": {}, "outputs": [], "source": [ @@ -31,7 +31,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "40690aa6", + "id": "5c2df621", "metadata": {}, "outputs": [], "source": [ @@ -46,7 +46,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "6a56da0a", + "id": "48630b76", "metadata": {}, "outputs": [], "source": [ @@ -57,8 +57,8 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "91e2629e", + "execution_count": 36, + "id": "ab57cb1d", "metadata": {}, "outputs": [ { @@ -67,13 +67,14 @@ "'/cosma/home/durham/dc-moor2/data/v1/gama_gold_ddp_n8.fits'" ] }, - "execution_count": 15, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "#root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", + "# TODO: clean up root below in LF cells\n", + "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", "#fpath = root + 'gama_gold_ddp_n8.fits'\n", "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", "fpath" @@ -82,7 +83,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "5520cf6d", + "id": "24cb5b7d", "metadata": {}, "outputs": [], "source": [ @@ -92,7 +93,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "d798ae94", + "id": "c1aae769", "metadata": {}, "outputs": [], "source": [ @@ -107,7 +108,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "8e80ec51", + "id": "51e88c5e", "metadata": {}, "outputs": [], "source": [ @@ -117,7 +118,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "ffcc080f", + "id": "dbe0f1d3", "metadata": {}, "outputs": [], "source": [ @@ -127,7 +128,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "cc2396bc", + "id": "6828cdf8", "metadata": {}, "outputs": [], "source": [ @@ -139,7 +140,7 @@ { "cell_type": "code", "execution_count": 56, - "id": "18bc0c80", + "id": "3a3be587", "metadata": {}, "outputs": [ { @@ -203,7 +204,7 @@ { "cell_type": "code", "execution_count": 55, - "id": "a5fd5bb8", + "id": "1ae626ee", "metadata": {}, "outputs": [ { @@ -276,7 +277,7 @@ { "cell_type": "code", "execution_count": 35, - "id": "ae27159a", + "id": "4ede45d9", "metadata": {}, "outputs": [ { @@ -328,7 +329,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "1cf0e427", + "id": "234f873d", "metadata": {}, "outputs": [ { @@ -365,7 +366,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "4c1348fe", + "id": "dbd9c46f", "metadata": {}, "outputs": [ { @@ -524,7 +525,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "3b0dcf69", + "id": "72509fd9", "metadata": {}, "outputs": [ { @@ -545,7 +546,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "9efa7edc", + "id": "6a681b7e", "metadata": {}, "outputs": [], "source": [ @@ -561,7 +562,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "8d3390bd", + "id": "c6a51f42", "metadata": {}, "outputs": [ { @@ -597,7 +598,7 @@ { "cell_type": "code", "execution_count": null, - "id": "4777db71", + "id": "23643dd8", "metadata": {}, "outputs": [], "source": [] @@ -605,7 +606,7 @@ { "cell_type": "code", "execution_count": 114, - "id": "cade49ca", + "id": "ed9956d2", "metadata": {}, "outputs": [ { @@ -688,7 +689,7 @@ { "cell_type": "code", "execution_count": 233, - "id": "3b4bccdb", + "id": "895a09b5", "metadata": {}, "outputs": [ { @@ -715,7 +716,7 @@ { "cell_type": "code", "execution_count": 236, - "id": "649c00f6", + "id": "62c88490", "metadata": {}, "outputs": [], "source": [ @@ -725,7 +726,7 @@ { "cell_type": "code", "execution_count": 241, - "id": "ef66361f", + "id": "fb09f328", "metadata": {}, "outputs": [], "source": [ @@ -735,7 +736,7 @@ { "cell_type": "code", "execution_count": 123, - "id": "7a5cba9c", + "id": "a16fad11", "metadata": {}, "outputs": [ { @@ -820,7 +821,7 @@ }, { "cell_type": "markdown", - "id": "2aab7542", + "id": "58c260c6", "metadata": {}, "source": [ "# Done." diff --git a/docs/nb/randoms_n8_qa.ipynb b/docs/nb/randoms_n8_qa.ipynb index 506cbb4f..b5594087 100644 --- a/docs/nb/randoms_n8_qa.ipynb +++ b/docs/nb/randoms_n8_qa.ipynb @@ -2,8 +2,8 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, - "id": "d0c1e1e8", + "execution_count": null, + "id": "4d4bdb0d", "metadata": {}, "outputs": [], "source": [ @@ -21,19 +21,10 @@ }, { "cell_type": "code", - "execution_count": 2, - "id": "a39b8ab0", + "execution_count": null, + "id": "a502e89a", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI/docs/nb\n", - "/cosma/home/durham/dc-moor2/DESI\n" - ] - } - ], + "outputs": [], "source": [ "cwd = os.getcwd()\n", "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", @@ -46,8 +37,8 @@ }, { "cell_type": "code", - "execution_count": 3, - "id": "3c2b545d", + "execution_count": null, + "id": "dbd911e2", "metadata": {}, "outputs": [], "source": [ @@ -61,8 +52,8 @@ }, { "cell_type": "code", - "execution_count": 4, - "id": "29589aea", + "execution_count": null, + "id": "56a9af6f", "metadata": { "tags": [ "parameters" @@ -72,8 +63,8 @@ "source": [ "# update pytest\n", "\n", - "survey = 'desi' #'gama'\n", - "field = 'R1'\n", + "survey = 'gama'\n", + "field = 'G9'\n", "dryrun = False\n", "realz = 0\n", "version = 'latest'" @@ -81,8 +72,8 @@ }, { "cell_type": "code", - "execution_count": 5, - "id": "cf8e4186", + "execution_count": null, + "id": "d0fd39e6", "metadata": {}, "outputs": [], "source": [ @@ -92,40 +83,10 @@ }, { "cell_type": "code", - "execution_count": 6, - "id": "b645971f", + "execution_count": null, + "id": "9b287a86", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 15726),\n", - " ('FIELD', 'R1'),\n", - " ('AREA', 6.2904),\n", - " ('BOUND_PERCENT', 1.0),\n", - " ('VOL', 265445.3343938506),\n", - " ('RAND_DENS', 0.05924383653572445),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 127.057921113502),\n", - " ('NRAND8_PERR', 11.27199721049921),\n", - " ('EXTNAME', 'RANDOMS')])" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "fpath = findfile(ftype='randoms', field=field, dryrun=dryrun, survey=survey, version=version)\n", "rand = Table.read(fpath)\n", @@ -134,34 +95,31 @@ }, { "cell_type": "code", - "execution_count": 7, - "id": "54c0f214", + "execution_count": 118, + "id": "efc61629", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 15726),\n", - " ('FIELD', 'R1'),\n", - " ('AREA', 6.2904),\n", - " ('BOUND_PERCENT', 1.0),\n", - " ('VOL', 265445.3343938506),\n", - " ('RAND_DENS', 0.05924383653572445),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 127.057921113502),\n", - " ('NRAND8_PERR', 11.27199721049921),\n", - " ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" + "'/cosma/home/durham/dc-moor2/data/v1/randoms/randoms_bd_ddp_n8_G9_0.fits'" ] }, - "execution_count": 7, + "execution_count": 118, "metadata": {}, "output_type": "execute_result" } ], + "source": [ + "fpath" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f2231ede", + "metadata": {}, + "outputs": [], "source": [ "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", "rand = Table.read(fpath)\n", @@ -170,34 +128,10 @@ }, { "cell_type": "code", - "execution_count": 8, - "id": "f5d18129", + "execution_count": null, + "id": "7be42d53", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 15726),\n", - " ('FIELD', 'R1'),\n", - " ('AREA', 6.2904),\n", - " ('BOUND_PERCENT', 1.0),\n", - " ('VOL', 265445.3343938506),\n", - " ('RAND_DENS', 0.05924383653572445),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 127.057921113502),\n", - " ('NRAND8_PERR', 11.27199721049921),\n", - " ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "fpath = findfile(ftype='randoms_bd', field=field, dryrun=dryrun, survey=survey, version=version)\n", "rand = Table.read(fpath)\n", @@ -206,347 +140,51 @@ }, { "cell_type": "code", - "execution_count": 9, - "id": "bd597858", + "execution_count": null, + "id": "56a9ff14", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "\n", - "LOCATION FIBER TARGETID RANDOM_RA RANDOM_DEC TILEID ROS ... ROTCARTESIAN_Z IS_BOUNDARY RAND_N8 FILLFACTOR BOUND_DIST BOUNDID FILLFACTOR_POISSON\n", - " int32 int32 int64 float64 float64 int64 int64 ... float64 int64 int32 float64 float64 int64 float64 \n", - "-------- ----- ------------------ ------------------ --------------------- ------ ----- ... ------------------- ----------- ------- ------------------- ------------------- ------- -------------------\n", - " 3283 1680 327858169910921745 178.39740154659697 0.21344983439497145 46 1 ... 1.517233740585756 0 57 0.44861429732571634 1.8761456819435922 611609 0.44861429732571634\n", - " 4071 2475 327858175959107365 178.95166593410087 0.5330106831978032 45 1 ... 5.505921783629076 0 116 0.9129694471891772 3.427972654596468 33714 0.9129694471891772\n", - " 316 473 327858127657503118 179.76595895926474 -1.3778669536628012 40 1 ... -9.499190836802372 0 49 0.3856508871747386 0.8026712375568048 715002 0.3856508871747386\n", - " 2278 1096 327858151795721492 178.5581832615578 -0.5503185345077595 44 1 ... -6.906623611354267 0 102 0.8027834794249661 4.132856309781886 377049 0.8027834794249661\n", - 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" ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", - " 2143 1256 327858157839714452 178.86539617457814 -0.3287435345613216 49 1 ... -2.2231884502085757 0 69 0.5430594125521829 2.140803371591325 220042 0.5430594125521829\n", - " 7122 3504 327858163904676515 180.46853546094488 0.004637420857453823 49 1 ... 0.12135169704138035 0 71 0.5588002650899274 2.658751741816734 9740 0.5588002650899274\n", - " 2381 1233 327858145751728792 178.3502842975237 -0.6810708600245757 43 1 ... -3.959645705831729 0 54 0.4250030185190997 0.4597189294946245 589728 0.4250030185190997\n", - " 4476 2416 327858194082693176 179.0147147048516 1.2217228280580912 49 1 ... 11.669666759782936 0 75 0.5902819701654163 1.3823230646156215 377224 0.5902819701654163\n", - " 3067 1531 327858169919308167 178.96512592355546 0.2895683942252403 45 1 ... 2.343254248694884 0 95 0.7476904955428606 1.536558580864636 36254 0.7476904955428606\n", - " 8415 4181 327858145789479459 180.71809726852982 -0.6456942242409728 39 1 ... -7.292187775131871 0 66 0.5194481337455663 2.4078139321876417 387347 0.5194481337455663\n", - 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" 7193 3808 327858175988466066 180.571390139718 0.48589357416245554 43 1 ... 4.540127828988275 0 99 0.7791722006183495 3.7764668497580076 617564 0.7791722006183495\n", - " 1320 870 327858133684716929 179.00558195364405 -1.1429686943178787 49 1 ... -11.827944365572996 0 95 0.7476904955428606 2.221432295537178 496907 0.7476904955428606\n", - " 7349 3559 327858163913066729 180.98886824112478 0.12177314073120668 41 1 ... 1.4457829893377552 0 56 0.44074387105684415 1.2299536570109804 449778 0.44074387105684415\n", - " 5121 2620 327858182011487931 179.6828198628355 0.659059788590814 46 1 ... 6.400471166559996 0 97 0.763431348080605 1.5836582410969682 62138 0.763431348080605\n", - " 9299 4503 327858139745486914 180.43104026737538 -1.0290032290823008 46 1 ... -12.942647731246312 0 81 0.6375045277786495 2.2816376003821324 402138 0.6375045277786495\n", - " 441 311 327858127661697974 180.03803986467713 -1.4228807956549943 44 1 ... -12.329037204053861 0 69 0.5430594125521829 0.1360058035389532 392542 0.5430594125521829\n", - " 5166 2950 327858188051285506 179.52518070408595 0.8908835554582324 49 1 ... 8.37782200214973 0 114 0.8972285946514327 3.655910185687424 267754 0.8972285946514327\n", - " 146 101 327858139728709719 179.38464945199675 -0.8998759801590822 40 1 ... -7.256661907089383 0 100 0.7870426268872216 3.4772167328642234 170911 0.7870426268872216\n", - " 1386 893 327858139716125507 178.64250172750445 -1.0540630203425225 48 1 ... -9.837720342910185 0 53 0.4171325922502275 0.7336313184153014 606658 0.4171325922502275\n", - " 1436 978 327858139716125949 178.65834068432252 -0.9226575132267402 41 1 ... -4.6729405542491005 0 59 0.46435514986346077 0.9330263686699861 586722 0.46435514986346077" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "rand" ] }, { "cell_type": "code", - "execution_count": 10, - "id": "8d03d661", + "execution_count": null, + "id": "75f912b3", + "metadata": {}, + "outputs": [], + "source": [ + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "id": "a169c202", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 15726),\n", - " ('FIELD', 'R1'),\n", - " ('AREA', 180.0),\n", - " ('BOUND_PERCENT', 1.0),\n", - " ('VOL', 265445.3343938506),\n", - " ('RAND_DENS', 0.05924383653572445),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 127.057921113502),\n", - " ('NRAND8_PERR', 11.27199721049921),\n", - " ('EXTNAME', 'TilingCat'),\n", - " ('RSPHERE', 8.0),\n", - " ('TILEID', 238),\n", - " ('TILERA', 216.327),\n", - " ('TILEDEC', -0.717),\n", - " ('FIELDROT', -0.0743063091867413),\n", - " ('FA_PLAN', '2022-07-01T00:00:00.000'),\n", - " ('FA_HA', 0.0),\n", - " ('FA_RUN', '2021-05-29T23:32:41+00:00'),\n", - " ('REQRA', 216.327),\n", - " ('REQDEC', -0.717),\n", - " ('FIELDNUM', 0),\n", - " ('FA_VER', '4.0.0'),\n", - " ('FA_SURV', 'sv3'),\n", - " ('DEPNAM00', 'python'),\n", - " ('DEPVER00', '3.8.3'),\n", - " ('DEPNAM01', 'numpy'),\n", - " ('DEPVER01', '1.19.1'),\n", - " ('DEPNAM02', 'matplotlib'),\n", - 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" ('TEMVER08', '0.1'),\n", - " ('TEMNAM09', 'STAR:::WD'),\n", - " ('TEMVER09', '0.1'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.03923446111463015),\n", - " ('DDP1_ZMAX', 0.2629719581471712),\n", - " ('DDP1_VZ', 7592914.32628178),\n", - " ('DDP1ZLIMS_NGAL', 31700),\n", - " ('DDP1_NGAL', 15347),\n", - " ('DDP1_DENS', 0.002021226546291793),\n", - " ('DDP2_ZMIN', 0.03923446111463015),\n", - " ('DDP2_ZMAX', 0.1936874359952474),\n", - " ('DDP2_VZ', 3155879.137087058),\n", - " ('DDP2ZLIMS_NGAL', 22149),\n", - " ('DDP2_NGAL', 10971),\n", - " ('DDP2_DENS', 0.003476368873278988),\n", - " ('DDP3_ZMIN', 0.03905948049350564),\n", - " ('DDP3_ZMAX', 0.1015549649907882),\n", - " ('DDP3_VZ', 457402.5405453242),\n", - " ('DDP3ZLIMS_NGAL', 4768),\n", - " ('DDP3_NGAL', 2547),\n", - " ('DDP3_DENS', 0.005568399329315961),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_d0_VOLFRAC', '2.926209e-02'),\n", - " ('DDP1_d0_TIERMEDd8', '-1.000000e+00'),\n", - " ('DDP1_d1_VOLFRAC', '9.160305e-03'),\n", - " ('DDP1_d1_TIERMEDd8', '-7.286034e-01'),\n", - " ('DDP1_d2_VOLFRAC', '1.164122e-02'),\n", - " ('DDP1_d2_TIERMEDd8', '-4.670757e-01'),\n", - " ('DDP1_d3_VOLFRAC', '1.297710e-02'),\n", - " ('DDP1_d3_TIERMEDd8', '-1.664978e-01'),\n", - " ('DDP1_d4_VOLFRAC', '3.193384e-02'),\n", - " ('DDP1_d4_TIERMEDd8', '3.569831e-01'),\n", - " ('DDP1_d5_VOLFRAC', '3.517812e-02'),\n", - " ('DDP1_d5_TIERMEDd8', '1.112493e+00'),\n", - " ('DDP1_d6_VOLFRAC', '3.403308e-02'),\n", - " ('DDP1_d6_TIERMEDd8', '2.202024e+00'),\n", - " ('DDP1_d7_VOLFRAC', '2.309160e-02'),\n", - " ('DDP1_d7_TIERMEDd8', '3.383086e+00'),\n", - " ('DDP1_d8_VOLFRAC', '1.061705e-01'),\n", - " ('DDP1_d8_TIERMEDd8', '7.793250e+00'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] } ], "source": [ + "# also tried ftype='randoms'\n", "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "\n", - "rand = Table.read(fpath)\n", - "rand.meta" + "bound = Table.read(fpath, 'BOUNDARY')" ] }, { "cell_type": "code", - "execution_count": 11, - "id": "fbcaae85", + "execution_count": 115, + "id": "4a59ef0b", "metadata": {}, "outputs": [ { @@ -555,13 +193,13 @@ "Text(0, 0.5, 'DEC [deg.]')" ] }, - "execution_count": 11, + "execution_count": 115, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -574,16 +212,15 @@ ], "source": [ "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", - "pl.plot(rand['RANDOM_RA'][rand['IS_BOUNDARY'].astype(bool)], rand['RANDOM_DEC'][rand['IS_BOUNDARY'].astype(bool)], marker=',', lw=0.0, c='cyan')\n", - "\n", + "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", "pl.xlabel('RA [deg.]')\n", "pl.ylabel('DEC [deg.]')" ] }, { "cell_type": "code", - "execution_count": 12, - "id": "44c5fec0", + "execution_count": 116, + "id": "2e6f064c", "metadata": {}, "outputs": [ { @@ -592,13 +229,13 @@ "Text(0.5, 0, 'V')" ] }, - "execution_count": 12, + "execution_count": 116, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -611,15 +248,17 @@ ], "source": [ "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", - "_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", + "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", + "\n", + "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", "\n", "pl.xlabel('V')" ] }, { "cell_type": "code", - "execution_count": 13, - "id": "b8f15f21", + "execution_count": 100, + "id": "5bd0dc34", "metadata": {}, "outputs": [ { @@ -628,13 +267,13 @@ "(0.0, 0.6)" ] }, - "execution_count": 13, + "execution_count": 100, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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mGudm7Zbqnpb0FUl3zXpPWjYAQDIc3AWAZAh+AEiG4AeAZAh+AEiG4AeAZAh+AEiG4AeAZAh+YArb/1Dq3X7Z9jvaHhNQF07gAvZh+z3avdbAyYj437bHA9ThQNsDANaV7V+R9GZJdxL66BOCH5jC9i9I+iVJJyLiO22PB6gTwQ9MsP0W7V4G9C0R0bWrUQEzUeMHJth+UdK3tNtJVZL+NCIeaHFIQK0IfgBIhu2cAJAMwQ8AyRD8AJAMwQ8AyRD8AJAMwQ8AyRD8AJDM/wOOs3utgOSqUQAAAABJRU5ErkJggg==\n", + "image/png": 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" ] @@ -658,18 +297,19 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "d28facf2", + "execution_count": 103, + "id": "af02e2ae", "metadata": {}, "outputs": [], "source": [ - "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]" + "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", + "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" ] }, { "cell_type": "code", - "execution_count": 15, - "id": "5ddf26cd", + "execution_count": 102, + "id": "a4fcf255", "metadata": {}, "outputs": [ { @@ -678,13 +318,13 @@ "Text(0, 0.5, '$y$')" ] }, - "execution_count": 15, + "execution_count": 102, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -704,8 +344,8 @@ }, { "cell_type": "code", - "execution_count": 16, - "id": "dd5e02d4", + "execution_count": 104, + "id": "cecd2406", "metadata": {}, "outputs": [ { @@ -714,13 +354,13 @@ "Text(0, 0.5, '$y$')" ] }, - "execution_count": 16, + "execution_count": 104, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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GISFJUzbkqSlDQpJmaGijDENCkhrq+yjDkJCknujjKMOQkKSe6kNoNF2+NMmZSe5Ick+S5STbu/Yk+aMke5N8JclZLeuUpD5osZxr6zWufx/43ao6E/idbh/grYzWtT4N2Alc1aQ6SeqpWQVG65Ao4Ie77ZcB/9Bt7wA+VSN3ABuTbG5RoCQtstbnJN4HfCHJHzAKrH/dtZ8CPDJ23L6u7dGDv0CSnYxGG7zqVa+aZq2StHCmHhJJbgVeuUrX5cC5wG9W1WeTvAu4GjjvcL5+Ve0CdgEsLS3NbqJOkhbA1EOiqiY+6Sf5FHBpt/unwMe77f3AqWOHbunaJEkz1PqcxD8A/7bbPgd4qNu+Cfjl7lVOZwPfqarnTTVJkqar9TmJfw9cmWQD8H/pzi0AnwPeBuwFvge8p015krTYmoZEVf0N8C9XaS/gktlXJEka13q6SZLUY4aEJGmizPLy7mlLsgJ84wUOOQn41ozKmQbrb2/o98H62+pr/f+iqjat1jFXIXEoSZaraql1HUfK+tsb+n2w/raGWL/TTZKkiQwJSdJEixYSu1oXcJSsv72h3wfrb2tw9S/UOQlJ0uFZtJGEJOkwGBKSpInmKiSSfCLJ40nuG2s7McktSR7qPp7QtfduidQkpya5PckDSe5PcmnXPoj7kORFSe5M8uWu/t/t2rcl2d3V+Zkkx3btx3X7e7v+rS3rPyDJMUm+lOTmbn8w9Sf5epJ7DywJ3LUN4vHT1bQxyfVJvppkT5I3DqX+JK/rfu4Hbt9N8r6h1D/JXIUE8D+A8w9q+xBwW1WdBtzW7UM/l0h9Gnh/VZ0OnA1ckuR0hnMfngTOqaozgDOB8zN6F9+PAldU1WuAbwMXd8dfDHy7a7+iO64PLgX2jO0Prf63VNWZY6/HH8rjB+BK4PNV9XrgDEa/h0HUX1UPdj/3Mxm9J933gD9jIPVPNL5O6jzcgK3AfWP7DwKbu+3NwIPd9n8H3r3acX25ATcCPzPE+wC8BLgb+FeMrjDd0LW/EfhCt/0F4I3d9obuuDSuewujP+RzgJuBDKz+rwMnHdQ2iMcPoyWMv3bwz3Ao9R9U888CfzvU+sdv8zaSWM3J9exaFI8BJ3fbk5ZI7YVu6uINwG4GdB+6qZp7gMeBW4C/A56oqqe7Q8ZrfKb+rv87wMtnWvDzfQz4APCDbv/lDKv+Av4yyV0ZLe0Lw3n8bANWgE92030fT3I8w6l/3IXAn3TbQ6z/GYsQEs+oUVz3/jW/SV4KfBZ4X1V9d7yv7/ehqr5fo+H2FmA78Pq2Fa1dkrcDj1fVXa1rOQo/VVVnMZrKuCTJT4939vzxswE4C7iqqt4A/BPPTs0Ava8fgO6c1QWMVtt8jiHUf7BFCIlvJtkM0H18vGvv5RKpSX6IUUBcW1U3dM2Dug8AVfUEcDuj6ZmNGS0sBc+t8Zn6u/6XAf97tpU+x5uAC5J8Hfg0oymnKxlO/VTV/u7j44zmw7cznMfPPmBfVe3u9q9nFBpDqf+AtwJ3V9U3u/2h1f8cixASNwEXddsXMZrnP9DeqyVSkwS4GthTVX841jWI+5BkU5KN3faLGZ1P2cMoLN7ZHXZw/Qfu1zuBL3b/aTVRVZdV1Zaq2spouuCLVfULDKT+JMcn+ecHthnNi9/HQB4/VfUY8EiS13VN5wIPMJD6x7ybZ6eaYHj1P1frkyLreWP0i3kU+H+M/iu5mNEc8W2M1s++FTixOzbAHzOaM78XWOpB/T/FaCj6FeCe7va2odwH4CeAL3X13wf8Ttf+auBORsvR/ilwXNf+om5/b9f/6ta/g7H78mbg5iHV39X55e52P3B51z6Ix09X05nAcvcY+nPghIHVfzyj0eTLxtoGU/9qN9+WQ5I00SJMN0mSjpAhIUmayJCQJE1kSEiSJjIkJEkTGRKSpIkMCUnSRIaENEUZrQ/yM932f0ryX1rXJB2ODYc+RNJR+DDwH5K8gtG7+l7QuB7psHjFtTRlSf4aeCnw5qr6x9b1SIfD6SZpipL8OKOFZp4yIDREhoQ0Jd3bQl8L7AD+T5KDl9aVes+QkKYgyUuAGxitWb4H+I+Mzk9Ig+I5CUnSRI4kJEkTGRKSpIkMCUnSRIaEJGkiQ0KSNJEhIUmayJCQJE30/wFF2/H9jtvxdgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -732,16 +372,15 @@ } ], "source": [ - "pl.plot(pos[:,0][rand['IS_BOUNDARY'].astype(bool)], pos[:,1][rand['IS_BOUNDARY'].astype(bool)], marker=',', lw=0.0, c='k')\n", - "\n", + "pl.plot(pos_bound[:,0], pos_bound[:,1], marker=',', lw=0.0, c='k')\n", "pl.xlabel('$x$')\n", "pl.ylabel('$y$')" ] }, { "cell_type": "code", - "execution_count": 17, - "id": "68dd93b3", + "execution_count": 86, + "id": "b077a02f", "metadata": {}, "outputs": [ { @@ -750,13 +389,13 @@ "(0.0, 1000.0)" ] }, - "execution_count": 17, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -782,8 +421,8 @@ }, { "cell_type": "code", - "execution_count": 18, - "id": "ca5d5a6a", + "execution_count": 105, + "id": "a3af928e", "metadata": {}, "outputs": [ { @@ -792,13 +431,13 @@ "(0.0, 1000.0)" ] }, - "execution_count": 18, + "execution_count": 105, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -813,9 +452,9 @@ "fig = plt.figure(figsize=(10,10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", - "ax.scatter(pos[:,0][rand['IS_BOUNDARY'].astype(bool)][::10],\\\n", - " pos[:,1][rand['IS_BOUNDARY'].astype(bool)][::10],\\\n", - " pos[:,2][rand['IS_BOUNDARY'].astype(bool)][::10],\\\n", + "ax.scatter(pos_bound[:,0][::10],\\\n", + " pos_bound[:,1][::10],\\\n", + " pos_bound[:,2][::10],\\\n", " marker='.',\\\n", " lw=0.0)\n", "\n", @@ -824,17 +463,17 @@ }, { "cell_type": "code", - "execution_count": 19, - "id": "9f2cd7ed", + "execution_count": 121, + "id": "5d6f08ee", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "0.01004705583110772" + "0.010000359412601321" ] }, - "execution_count": 19, + "execution_count": 121, "metadata": {}, "output_type": "execute_result" } @@ -845,42 +484,15 @@ }, { "cell_type": "code", - "execution_count": 20, - "id": "0935b84f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0.03980668955869261" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.mean(rand['IS_BOUNDARY'].data)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "68a322bf", + "execution_count": 122, + "id": "59bea81f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "('LOCATION',\n", - " 'FIBER',\n", - " 'TARGETID',\n", - " 'RANDOM_RA',\n", + "('RANDOM_RA',\n", " 'RANDOM_DEC',\n", - " 'TILEID',\n", - " 'ROS',\n", - " 'ROS_DIST',\n", " 'Z',\n", " 'V',\n", " 'RANDID',\n", @@ -892,7 +504,6 @@ " 'ROTCARTESIAN_X',\n", " 'ROTCARTESIAN_Y',\n", " 'ROTCARTESIAN_Z',\n", - " 'IS_BOUNDARY',\n", " 'RAND_N8',\n", " 'FILLFACTOR',\n", " 'BOUND_DIST',\n", @@ -910,7 +521,7 @@ " 'DDP1_DELTA8_TIER')" ] }, - "execution_count": 21, + "execution_count": 122, "metadata": {}, "output_type": "execute_result" } @@ -921,17 +532,17 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "27ef18b4", + "execution_count": 123, + "id": "85da98af", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(11, 154)" + "(275, 2363)" ] }, - "execution_count": 22, + "execution_count": 123, "metadata": {}, "output_type": "execute_result" } @@ -942,8 +553,8 @@ }, { "cell_type": "code", - "execution_count": 23, - "id": "eb7237b6", + "execution_count": 124, + "id": "6d2d1324", "metadata": {}, "outputs": [ { @@ -952,13 +563,13 @@ "(50.0, 2500.0)" ] }, - "execution_count": 23, + "execution_count": 124, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -980,8 +591,8 @@ }, { "cell_type": "code", - "execution_count": 24, - "id": "648f95cb", + "execution_count": 125, + "id": "3b9fa76c", "metadata": {}, "outputs": [], "source": [ @@ -990,23 +601,23 @@ }, { "cell_type": "code", - "execution_count": 25, - "id": "b4b8263a", + "execution_count": 126, + "id": "f18ed860", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 25, + "execution_count": 126, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -1018,33 +629,33 @@ } ], "source": [ - "isin = rand['IS_BOUNDARY'].astype(bool)\n", + "#isin = rand['IS_BOUNDARY'].astype(bool)\n", "\n", - "pl.scatter(pos[:,0][isin], pos[:,1][isin], lw=0.0, c=rand['V'][isin], s=2)\n", + "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", "pl.xlabel('$x$')\n", "pl.ylabel('$y$')\n", - "pl.colorbar(label='V')" + "pl.colorbar(label='V')\n" ] }, { "cell_type": "code", - "execution_count": 26, - "id": "afdfcec0", + "execution_count": 127, + "id": "3079cd07", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 26, + "execution_count": 127, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -1056,9 +667,7 @@ } ], "source": [ - "isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos[:,0][isin], pos[:,1][isin], lw=0.0, c=rand['BOUND_DIST'][isin], s=2, vmin=0., vmax=70.)\n", + "pl.scatter(pos[:,0], pos[:,1], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", "pl.xlabel('$x$')\n", "pl.ylabel('$y$')\n", "pl.colorbar(label='BOUNDARY DISTANCE')" @@ -1066,23 +675,23 @@ }, { "cell_type": "code", - "execution_count": 27, - "id": "7961b7d8", + "execution_count": 128, + "id": "dfe106e0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 27, + "execution_count": 128, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -1094,9 +703,9 @@ } ], "source": [ - "isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", "\n", - "pl.scatter(pos[:,1][isin], pos[:,2][isin], lw=0.0, c=rand['BOUND_DIST'][isin], s=2, vmin=0., vmax=70.)\n", + "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", "pl.xlabel('$y$')\n", "pl.ylabel('$z$')\n", "pl.colorbar(label='BOUNDARY DISTANCE')" @@ -1104,23 +713,23 @@ }, { "cell_type": "code", - "execution_count": 28, - "id": "9624cbd0", + "execution_count": 129, + "id": "475c195e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 28, + "execution_count": 129, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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y6VLmfWLe3K21C7ekGgr75Fu9aX1v+hMM42LjibwQZdq987qKtcpRs0lVy+6/6MuVPHmbU9eRusnOWfIFpVnMlSuU8yJSFsD4Oyy9k5RS05RSIUqpkJIlSzo1QM0a/Uf14sOlI3l01H2mlbnxz50c2nbcrnPnT13BqD6TTbu3ljubVuwhMuIai79c4fR7m7zAVp7nyk1ei4HHgPHG34usDUdzJX5Fcr5++MVzkTwdMpKPV71BhRplAXh5qv1DYXs+1Y62992e4/tr5npwaBeKlfCjaZdGlty/oDx92MMlnlAySIo2HugkIoeBjsZ7rYA5efA/lv+wztQyi5UqwtBPn6BslZw90foW9qFMRdfK/5VXhZ26SGJi7rIPB5QswqXwKNP/ndgjmwts5XsuUaEopR5SSpVVSnkqpYKUUjOUUheVUh2UUsFKqY5KKb1QRQF0fO9p/vl1q6llurm50abX7Xh4uvIDesHwXOu3WbNgc67KWLNwCycOnaVynSCTorKfQkhIcrNrKwj0/yjNpbW5rylt7mua9YlZ+Hu+7YfWnS7QVJWYmMSaBZto3TOkwFdqn/71BqWCcjea7pFXu3P2aBilKlo0sbGA9I/Yo2BUm1qBEn3lOj98sJi42PjkfRfPRXLxXGS2ykmITyAq4qrJ0cGl85eZMux7wk5eNL1sMyUlJRF95bpD71G2cklTUs97ebmx/tctJkSUTUo3eaWkKxQt34mKuMrGP3YSG30z0/B9z3Xivuc6ZauceZ/8yfCeH5odnm1dkJOfUa6a86dWKaU4f/KCXecunraSFzuOdXBEuXd4+3F+/2YNB7edcPq9dR9KarpC0fKdMpVL8snqN/DPZR6v7k+3Z9Ss50yKyjXs+GsfTzR4NcO0/il1eqglI7/5nxOiyp7ZHy7hvxTZjvdvPYpnIR+a3d3Qknh0hXKTrlA0LQN+RXwpVzV1SpTcjkiyWqO2dZi2+V27FrryCyhkSUd3VvZuOExE2OXk9zUbV6Fr/9aWLN+sEBKT3OzaCoKC8Sm1AiX2ehyhOx3T/PFIzRdZt9iCtnqTiAhBwWWsDiNXxsx7kXotaiS//2PWGjb+uYuS5a1JlaMnNt6kKxQt31m/ZBsjujtmYa1Xpz/DbW3rOqTsgiAhPoHwM+bOAGjfpxkd+zYztUx7Kd0pn4quULR8p22f5ny9yzEVym1t6+Rqln5Bt2L2eobe9Z6pZQYE+rNp+W6uRTl2RFpGlBK7tqyIyEwRCRORPSn2FReR5SJy2Pi7mLFfROQTEQkVkV0i0jjFNY8Z5x8Wkccc8qEzoCsULV8qXNTP6hC0dHR4oAUT/7i5rNG21fuY8da8XJW54+8DHN5+nK2r92R9sulMTQ75DdDlln031oUKBlYa7wHuBoKNbSAwFZIXJhwNNAOaAqNvVELOoCsUTdOcxtPLI1XaGncPNzy9PPn05R9YszBnfVNNO9cHpdj772GzwswWs55QsrkuVE/gW2WzAShqJNHtDCxXSkUYK9wuJ20l5TC6QtGcJiE+gX2bjphW3vmTF1KlnNfSl5iYREJ8gtVhpKth61r0H9mTKnXK57hT/VJYFLi70/DOOiZHlzWlIDFJ7NqAwBtLbRibPWs+Z7QuVHngVIrzThv7MtrvFLpC0Zxmz/rDvNZjArHX40wpb9n36/jmnV9MKSs/mzF6HmMf/8KUso7vP0PYKfNn+N/zZFtq356zNVVqNqnC5+tG0+LuRuYGZadsjPK6cGOpDWOblp37ZLYulKvQFYrmNI3a1Gb2wY9MW1nv0ZH3Mnb+MFPKyguUUvz29d9ERUZn67p7n+3AE2+Ys3bM16N/ZpEF645k5vdv/mZM/6mW3FthXpNXBjJaF+oMUCHFeUHGvoz2O4WuUDSn8gsoZEo5N/JyubkVnH/CcTHxzP98Gf8dTXetuQyVCipBpVrlTInhjR8GM+CdPqaUlZnw/y4xeei3qfKxZaRwQCHOHg1jziTzVvC0n8NXbLyxLhSkXhdqMdDfGO3VHLhsNI39CdwlIsWMzvi7jH1OUXD+N2r5xtaVe3i83it2/bDJjnWLtjC672RTyzSTt68XMzaPo2bjKpbF4OHpkaNKfMOy3XYtmxwddZ0PnpvJgS1HuRYVg0rKuoXn+tXrkJTE6rnrsx2XGZSyb8tKNteF+h04CoQCXwHP2WJREcAYYLOxvePMpT8Kdu5sLU9q1LYOn64ZjZe3p6nlVqpdnpY9nJ++I6+Lj0tg4bRV3PNEG3z9fNI958s351EkwJdW3RvTZ/BdGZb1v9bvEHE+knKVSzJyxs0+68sXr/LavR/x5qxnk9Ph7Fh7gPp31KDr420pVrIIFU16CsuuXDRn3VKOeiiDQx3SOVcBgzIoZyYw05SgsklXKFqe4+7u5pAcUxVqlE1eElhLX0TYZY7tO0OTtnXYsGwXMdGxNGpdi9W/bKJNjyYZVihfb3ibnesOUrx0QKblj/7uOUqWL0YRI7HnX/M3U7xMAHVur0anh1pQrFQRACLDr/DGA58y+c/hVKtfgf+OX6By3QqZFe0QtlFeuqHnBv2VyGcWTFnGxj92WB2GloHw0xF5OsHk1tX7mf7WfADOn7zI2eMXKBroz+erX6d0FgtcNWxVkwpZ5BGrVr9CcmUCsOzHfxj7+Jd4eLpz/3Od8C1sq7CKlizCz6GTqFbfVolsXr6bsNPWrC9jVpNXfuDyTygichyIAhKBBKVUiLURubZrUddNG5arme+5VqP53wcP075vC6ffOyE+EQ9P+xaz2rJiD0HBpSlTqWTyvquXr9GkXW06PdAcgJ5PtXNInCmN+Oppju07ne4xn0I3RwuOX/iSw2PJiFlNXvlBXnlCaaeUaqQrk6z1G97TlCVzNcf4ZPUbtOnl2GWIZ7z9CzvXHUi1b+EXK+hRYTCnDp+zq4y5nyxl66q9qfZ998ESJg393rQ47eFfzI+g6mWIiY4lKSmJB+q8wta/9jk1hswo7BsyXFAqnbxSoWjZFBl2hXH9P+NqNucsaI5VtkqpNOvIH99/xq65Jcf2n+GAHZkB/vh2LSvmbEi1L6RDXfz8vNn+93674vxg8ct0e6Jtqn2Pj+zBK585NdcgAGOenMbPU5bj5ubGi5MepVYT60a5pUfZuRUELt/khe17sUxEFPDlrbNLjfQFAwEqVqxoQXiuyc1d8Pb1RgrQPI286v2nv8LT25O7+rXknifbZnjeqp83cinsCrWyGDY89/BHaYb2BgWX5dud4/EulPNJpb5+Pvg6OedmxPnLPDumN5Vq2bKHNO/cIPnYjLfmEXYqghEzBjJn4hLa9mlO6RR5wpxCgUoqGE8f9hDl4r1FIlJeKXVGREphS3Q2xEiilkZISIjasiXvLn6U300YOI2mnRty5/3WrF3hqq5FxbBl1R7KVCpJjUaVrA7Haa5EXGXBlyvp9/I9GfbtfPbKD1w8G8no79OOkD158CzXo2MoU7EED1QaTKdHWvPSl0/bfX8R2ZrbZnSfauVVhfH2LZMc2veNXN/P1bn8E4pS6ozxd5iILMCWkjndCsVVnD95gbCTF6jfqpbVobiUus2D0yypq0Ehfx/a9MzXP2fSdfXyNfZsPMKl8Cus+Gk9vYfchadX6h9JA8f2JSkh/VFxFWvahnhvWbEb8fSg7yv3ODzm9Lj47+RO5dLtISLiJyL+N15jSyNgxaIH2fLPoi06aWE6uj7ZjuDbXKv925WdOnyO2ZN+Z//m1BmaB7Z+h2H3THDovdcs2srVy9cceo9yVUoxYeEwEuISWL90JzHRsWnO8fL2xMfPG4C42Hji49JmTa7TLJjnP3mcCtWdP4fICbm88hSXrlCwpWpeJyI7gU3Ab0qppRbHlKX7hnRh4rJRVoeh5XEzxyzgr182E3YqdeaMTg80o3O/lg67b2JCItPe/Jkju09lfbIJylYuySfLR+BfzNZBs2fDYR4IfpFd/x5iycy/ks+b9OL3fDZ8dprrj+09zXfjFxMXY24qHrsoQIl9WwHg0k1eSqmjQEOr49A0gJjrcaxdvI0OfZo6JSnlyOlP4+buhrt76nv1GdzZofd193Dn+53jsz7RQarVq8DgDx/hcngUR/feTJT72PDu6X7d6zavTrU65Vm3aAvtH3D+/B7d5HWTqz+haFq2jeg9meVzzE8UePb4BWZ9sIToKzE5LmPb3/vtninv6eWRpjIpCHwL+9C6ZxNa92zC8xP7Je8vUzGQUkFpF+GKi4ln38bDXIm46swwDYJKsm8rCArev1aTXDp/Oc2+6MvXGNr2bf47et6CiLQb7nmyLXWbVc/0nPTa67NSpXY5vt86Fv+iOUvBHxF2mdH9v+DkobNcvxrD4R3Hc1ROXhUddZ1vxi00PZODl48nE5eNouezHU0t1256IkoyXaHkQNipCzxU7XlOHki9bo2XrxdNOtbHv1jhDK4s2OxJX56Vo3tPc3/1F5nwzHS+e29huue07NqIcpVtKUN2bwhldP/UqxVGXYqmT+UhHNx6NNfxZEfxUgH8cvBDqtQuzz9LtvHWw5+ZWn7s9TgmDvmGC2cvmVquWa5FxbB30xFirplboUReiOJ/Ld/i8I4TppZrF6U75VNy6T4UZ5g36TeKlCjMXf3vzPCc2OtxHN11gtrNggHw8fPh3cWvULFWeY7sOkl8XDy1Qqrh7uFG5bpB+Bb2dlb4eUbMtVgebTyKcbOH0OCO4ByXE1S9NC9OfpTC/r4U8k8/s21KxUsVoW7T1EvL+hfzY+z8YVRv6Pw5H14+tpT7HR5owR3dGptatlKK+NgEu9YQsULJcsWYsMj8nFtFA/35dvf7OV6TPtdc88ttiQL/hOJT2Adv34wrgKhL0WxdvouR3d9P3jeqxwTevP8jVs/9l5c6j+PH9xcDcOn8FT763/Rsr6hXEPgU8mbSkpep26xarsrx8vak1T2NaXRnbWrYsdBU+aql6JvO+hsNW9fC3cO+RImOICJ2VYjZ4VPIm+HTnnLaD9aE+ES2rzmQ9YkOFhUZzVdvzGXnWqtiETu3/K/AVyj3PN0BN3fhuzHpzxvpX/tFFPDj0c+YPWExHw/5mlHfD+LdX1+hZY8QnpvwCK/NeBaAEmWLsuDcNCrWtGahH2cJ/+8Sv878O9vXVW9QsUB2Mtvj7IkL/DZrrcPKj4uNZ+HU5aYOrT2y+xSjH5mSrTXuZ41fzH/Hw02LAWDaGz/z9/zN7PzboqSRSXZuBYD+3w14F/Im6tJVti7flbzv67fm8WSjV/ngj5Hc3rkhvoV9aHRnHe7o3oQylUvRoFVtzh4Lp2jJIvgV8U1V3p71B4m+4thJYVY6eyycVb9sMr3csNMR/LVgs+nlOsui6asZO+CrHF175sh51i7Zlu3rPn31R7bZkfAxKuIqv05fRWT4FQDmfryUNx78NNv3S6lm48r8fHAi/kXtS/CllOLo3tNcjTT3/0btxpXxEFumbafT81BSKfB9KABNuzTi8LZjrF24ma0r99BvxL24uQtu4ka5qqWSl5qt1dQ2cmjN/E1sWb6L1fM2khCXwIAxfdn9z0HenjOUq5HRvNRpHA1a1WLC0pFWfqxksdfjOHnoLMEm9Rk0aFmDSb+9YkpZKR3eeYJF0/+irYPTuztKo9Y1KVulZNYnpiOkfV1C2tfN9nWBZYvZ1XRWomwxZmx9L/l9q+6NqdM0d82PYFvn3l4iwtvfPZfh8ZhrcXw+ag6Pj+hB8VKZr+yYUrWGlWndp7llTZh6HspNukIx9BvZi8sXoni3/xRirsXR+4Wu/Lt4K+eOh3H+xAWiIq/RuX8bAKKvXCMg0J/nP36MZl0acen8ZcpXKw3AqjnrqdO8Bq9Mf8bKj5PKxj938dmrPzH30ESrQ8lUy2630bLbbaycu4GDW4/x3PsZLbHtmirVLEclJzd3PvTi3Tm6rlzVUi6XV02pJGKvx5OUmL2f0AnxCYSdvEhCfEKapQGcQlcoyQp0k5dSipTZlgMC/Xn/9+GUKFsUvyK+1L2jBu8P+JLIC1FsW7mbDb/ZmiTufrwtq3/egI+vN5+88A2/z1xNi26NSUpK4r8j5+j8aGurPlKyi+ci6V19KKcOn6PNvSF8vWVsuudFhKWdT2O10hUDqVY//y1FcO1qDLv+PWx1GC7L18+HEV88SWDZotm6rligP/ExccREW7RSqUlNXiLyoojsFZE9IvKTiPiISBUR2SgioSIyR0S8jHO9jfehxvHKjv6Y9ijQFcpHA7/ko4FfAvDvr1tITEjk8PbjXL9qmwldtmpJipUOoOuT7agQXJbTh8+ilGJUzwncM6AdUZeu4lekEF2fbMfcSb/x0l3vsmDKMpb/+A9TXvrOyo9GsVJFGPT+w5SpZFsf4tZ+HoAd6w7yWJPXs5wXcP7URWaMW4Szljqo17w6nR9xXK6qW8Vej+O78Yu4FpXzGfAp7d10hK2r03YQb/trP+8OnG7KPaySEJ/Avo32VYrbVu9NNYF059oDvP/0tNTn/L2fL16fm6uYylUrzad/vUnhHE44zS1R9m2ZliFSHngeCFFK1QPcgQeB94FJSqnqwCVggHHJAOCSsX+ScZ7lCnSF0mdYd/oM6875k+G83WcSP32wiLd6f8S6hZtJTEzCv1hhnnm/H9+Pm0+v5++m99BubP5zB1uW7aJq/YqUrhTImSPneO+JqSyYsow+L9zNrxEzGD7zWS6eieDcCXNHs9hr8uCZHNp2jHb3N02TDjylBncE88mfr6Vamzs90Veuc/LQOZJcdH5Dbl2PjmXryr1E5zC77qXwKzzaZBRnjOHiu/45xKYVaZNit7rnNr7bNs6uMo/uPsWquRuyPtHJ9m4I5bV7PiDmWuaZBhITkxjXfwp7/j2UvM+/mB9BwWVSnefl45njzANzP/mTd5/+ivMnLzCixwdEX7meo3JyRQkk2bllzQPwFREPoBBwFmgPzDOOzwLuNV73NN5jHO8gIpb3/BfoPpSKtcuTmJjE/g2HaNy+HmEnLvDVjvfxLezDih//4dPnv+GpsQ+w+c9ddHqkDX5FfPn75400u7sht3duiIgQULIIQ9u/wwufPMkd3ZsA4F3Ii5oh1SybMe9TyBsPOzoo3dzc2Lp6Hx6eHlS45T96SlXrBvH2LNfpE8qp6KjrnDx4jtohqeevFA30Z/Ly1AMo3n7sC6rUKU//17pnWW6R4oXpN6wrJcsVAzLv18isgr/hWlQMk1/8luKlAmjft3mW5ztTw9a1mH3kE3wKZT55193djTlHP0nVp1G1XgWq1quQ6rx6zapTL4s0ORlpdld9ghtVwtfPh4NbjrLpj+20e+COHJWVK/b/nhUoIilXAJx2YwVaYxHBD4GTwHVgGbAViFRK3cjZfxoob7wuD5wyrk0QkctACeBCLj5JrhXoCiUuNp7Ha79IxNlI5pz6nIDAIoAtJ9fp0LO8Pe9F6javQfdnOhIXE2/rfK9RlllvzeOZ20fQ/qFWxETH8uz4fnR6+GYTzaY/dvLPoi0Mmez89bcBnv2gX9YnGfZuPEK1+hUzrVDyi43L9vD1e4v5bsuYLM994IXOdg+HdXd3o4uJ6eTd3ITKdcrzxOv3mVammc6euMC1qJhMMx6s/2MHm1fsTZXc0WyVapUj5losi6avom3fFhS2KuWR/RXKhYxWbBSRYtieOqoAkcDPQBcTonOqAluhhJ28wNA2b9Lr+bvxL+7P1Je/o2ZINXoN7sKh7ceY/cGvrK60ngata1OmUiDzPlrCY2/1Yc0vG/lm34c82Wg4cz5cQp+hd1PylgyoHR66g2Z3N7Lmg2XT6G/tW740P2h//+206tYow+NLZq3lSkQ0D7/YJct12x3Jy9eTCsFlETfLWzCSKaW40aKyfulOws9cyrRCKVYqgArBpR0e1/WrsVwKu8L54+Ec33ea2+9qkPVFZjOnJbgjcEwpFQ4gIvOBlkBREfEwnlKCgBsJBM8AFYDTRhNZAHDRlEhyocBWKMXKFKXfyPto07cFv09fSVJiEhf/u8TmZbuo07w6be5vxiOjehFQrDBuHm4kxifQsuft9Bps+6Xhqy3vUbZqKZISk9jzz8Hkcud98ge3ta2Lu4cbhfx9LE3voaV1I5dWegLLFsXXz5w8bNFXrjH/8xU88OLdyfOYMhIRdpnoy9eTnxLjYxNYu3gbTdrVpWigvynx5Ebs9TgervsKb/84mHrNg3k0i6V2l/2wjn8Wb+XtOS/YVX5MdCxbVu+l1T3p5zZLTEjM8P9Roza1OH3kPDtX7sLLq75d9zPVjYmNuXcSaC4ihbA1eXUAtgCrgd7AbOAxYJFx/mLj/Xrj+CrlrFEzmSiwnfKeXh50G9iRvf8cZPb7ixnx7WBqNwtm0rPTiQyP4p9FWwjdfoyipYpQpHhhHhvdh1IVSiRfHxRcBnd3Nw5tPcrovpNt6ci3H2f6yNkc3nGMF9qNYcvy3RZ+Qi27mt9Vnw69m5pSVlTkNbb9vY9YOzLrLv5qNVNSrETo7evF618P5McPl2TZ+e0M3r5evPzZE1RvkP5Q7siwKyz7/mbamNq3V6PDg/b3ZRzdd5pPXv4xzWjDq5ev8d4zMxhwx9uZrm9TsUYZ7n6qAz2fc+zCYxkxY5SXUmojts71bcBubD+bpwGvAcNEJBRbH8kM45IZQAlj/zBguCmfReQ1Y8jyYyLys4h8kJ3rXf4JRUS6AB9jG0Y3XSll6lJyzbs1Zs6pzxERajWtRpV65fEvWog3Zz+Pp7cn//66hXp31KRIidS/KSYmJDLx2RkULlqICUtHkJSYRLWGFflw2Ujq3VGTZl0aUSwbs33zqxljFlC8dAC9Bra3OhSnKlMxkEl/2Pd//NHXupMQn5hqn7u7O/5FCzlkZchZ78yjcFE/7n/e/kmRLbo2yvDY8X2n+XnS73Tq1woRoUKNslSoYf/67nVur8bcAx+m2S9ugpe3J/8b14c6IVXTudLGp5A3M0bNpn7zYGpmcp7DmPRcoJQaDYy+ZfdRIM1vOUqpGKCPOXdOJVgp9ZCIrFBKdRSRqdm5OMsKRUSWAy8rpXbmOMQcEhF3YArQCdsIh80islgpZWoWOC8f27BZb18vgoLLsm9jKEHBZXij90ecPRpGYLlifH9wcqprkpIUEWGXOXs8jE3Ld9HxgRb0HdaNenfUBNCViaHmbZXxC0g7B0a7yd3DPU2TTomyRXlhcn+H3K9qg0rZbtpL2Ydyq0Zt6/BVirQuB7ceY/LQb/lk5Si7RrVlxM/fl5c+yfprsGn5bhq2r29NZULWTx95TAkReRhwE5FWQGB2Lrbn15/XgMki8rWI2P9rhzmaAqFKqaNKqThs7YgOywBXuKgf/5vYn99mrGLD7zv4ctO7/Hj4Y8bOfznNuZ5eHry78CX8AnzxL1qIpd+tYdn36xwVWpZOHT7HB899bffyss7S6p7buK11LavD0FJofe/thHSyv/P6u/cW8mafyXafX7pSIF0ebZWryiSlU4fP8sWoORkef+TV7oxfMMyUe+VIHk4OKSK3Jvh7Htsos95AM+Ct7JSXZYWilNqmlGoHLAGWishoEXHWr5zJY60NKcdhAyAiA0Vki4hsCQ/P/kTCtfM3cfaWJXvH/PISvV+4m0WfL+PQtmNUrhuU5rpfPl1K7wqD8PLy4NTBs3R/qgNdHmuT7fubxc3dDZ9CXlg/tckc16/GMO7JaYT/55qrDxYEly/aVtjs+OAd9Bvew+7rigb603NgB9PiiItJIDI87WqfcbHx7Fh7gOjL1xjVayJhpywY5GTv8r+u+xTzh4hcEJF1IvI5cA9wGUhQSk1USu3NTmF2NdAaMzAPAlOBIcBhEXk0m4E7hFJqmlIqRCkVUrJk9jK9XjgTwcIpS9m34WYqiV+nrWDR1OUAxMclkBCfkO61d97flO4DO/DkOw/w6Zq36Pm/TsmTuKKvXOf4vtM5+jw5Vb5qKZ7/sJ9D2tydYe3ibezZEJr8XtzcKBzga9cEzfxk0fTVzP9ipdVhcHDrMR6qPpQrEVcpW6UUtUJyn5k4p6rVr8DwaU+l2X9gyzHeeuRzEhKSqFizXJaTLR0mD1coSqk62H5JHwJsAKoBbwAHRORYdsvL8qePiPyDbczzJOPGjwNtgaYiMi3jK01xY6z1DSnHYefa4OYjuevRNnR4uFXyvv0bDrNq9j8APPxaT1r1TD+VemC54jwxujdBwWU4sutkqtE8K3/6h7GPTjErTLvM/2IFn732k1Pvaaa9m0I5uvdmJexTyIsXJj1KsVJFsrw2dNdJTh06m+N7L/hyJZOGZi/32unQ81mflAPFShaheOmsPzPAyUNnHbY6aPBtlZi88nWKFL85WdDZT4sXz0Vmes8GLWsw9+BEQned4NSxMIqUsGZioyTZt7kqpVSsUmo7sADYCJwDYoBs95vb8+vsQKC8UqqTUuoNpdQSpVSoUmoI4Oi0upuBYCPjphe2ZGmLzSp80t9v0z5FZQJw/9CuPPSq7fH+6J5TPFB5MEd2nci0nK/f+pnQnceJi43nx/cXERl+mY9Xv2lWmJnasyGUsycuUKtJFZq0reOUezrCs2P70mNA2zT7vxm3kP2bj2Z67bxPlvLb19lfQfKGOk2r0aJLA8Y99jnfvJP+yp0p7d96jGfajSPqkv0rFdqrTc8mdq8H89PE35g3ZVmW573a6yNW27kg2rF9Zxj54GckJapUSyzHXo/jyaZvsN2OxbzMoJTixW4T+PilHzI9z8vHkzIVAwnpUM8pcaUrDz+hiEhNERkmIquAf4EWwA9ALaXUvdktL8tesyza0Lpl94bZYeSoGQz8iW3Y8MzstullpmzV0jfuw8of19H6vmZUa1CJag0qMaL7B9RrVYPAoOIUKeHPuoWb8fXzZsdf+6jdPJi9Gw7z8Gs98Sviy6w9H/JK1/HsXneQeZN/p/eLXdPN7usIP370O41a16LvkLTrpucH16Njic+g2fGG4dMH5uoeNW+rDEBAicJ2fd9qN6nCzPVv4V/MvtQsjvLy50/a1WfW/Yk7M5xDciv/Yn7UalwZN/fUBXv7ejFl1SiCqjt+9jvYFuNq3aMxHR+4mcvs+tUYVszZQNfH26RaSvrkwbPM+3gp95rYb2N3nHbMMXFx+4Ht2LIVL1JK5Wrik7jA5ErThISEqC1btmR94i2uRFzl6Uav8P4fIylethjrFm5m/qdLqdM8mGFTbW23X772Pf+FnmffxlB6DurMP4u2UKxMUbo+0ZbLF64Qdekad3RvzLqFm7lvSBeHt+cmJdmeoe3tM0lKSmJgi7cYMrEfDVvVdGRo+dKFs5fYuHQX3Z6407IY4uMScHMTh2RfWPvrNma9/yvT1906DSJ9pw6fY8GXKxky4eEMhxOb7dThc7zVbwqT/xyeqjKPunSVfRuP0KxLw2yVJyJbM8qtZS+foAoq6Hn7RpgdeW1Yru9nNhF5BqgHNABqY0vfsvvGppRamJ3y8mYPrsmKFC/MnJNTOXc8nEdrDKVy3SBa9bqdJh1vpnJ45v1HGPn9ED7fMJZju05SukIJQnee4Ni+0xzZdYLSFUtQOKAQaxdsdkhTyK0mvfAtk4d+b/f5bm5uPDisK5Vrl8/6ZC2NM6HnWWrhsHCAD4fM4vNRuVs7JCP1WwQz8K377T4/KTGJuNh4U+69fe0B1i9N21z/3/Fwxj87k/g42xNqheAyzNg0Js2ToX+xwtmuTEyVh5u8lFJfKqWGKKXuVEqVwjbn72sgDrD/H4ShQFcoi6YsZexDk5Pf+xb24e1fhlGnWTCPv9mbgEB/Th78L/m4t68XJYNK4OPnTev7mjL32Kf8PW8jletWpF3fFhQvU5SpG8ZSsnzqZJEx0TEMajGK43tPYYaYa3GsXbSVkmUDeOP+j+y+ruMDzQmwqOMyr2vYuhafrhxlaQz9X+tO38GOadosGuhP044Z90PExyUwcdDXnDeG5laqVY6XP33clKeTI7tPsX9r2gFF7u5u+Bb2dtoTUE6ZkXrFVSilTiul/lBKva+UyvZIXpdPveJIDdrUoVSlm0ONPx40gwde7k7//01nwJgHWD13PXWaBVPxlnXCI8OvcNwYkdTzmY6UzyL1u6ePF3f2bk7xssVMidunkBevf/0sgWUDcFRC2uvRMfj6+TimcC1Hylu4BrxSisTEJFSS+cOVej/XKd39pSuU4IUP7Ut//84Dk+jYrzV39HByi5Jy7RFczlagK5Qq9StSJcXa5dO2v4+HpwclyhenRuMq1G9Zk/ef/IKO/VriJkLRUgGM6PYeVRtUovszHQE4tu80167GULpiIDHRsVRLp/PT3d2Nvi9lvVBTdoR0qAtA5TppJ13m1omD/zGo43t8s2lMttf31myrFSYmJGaZZTgv8fL25NUvBmR9Yhb++W07h3ec4PFR99p9zZyPfqNICX/uzmDi8LmTF9i16TjdLUoO6arNWVYo0E1et1o7fzP9aw3j7LEwipTwx7uQN9UbVWLz0p0MaPgKAA+83INuT3WgVIUSHNp2jOcnP8YDw7rxxas/MGmQLRFoXGw8z7V8k0Pbsj0vyCVUCC7Du3Oez5OVyZmjYfz547+WxvD9ewt5s/dkS2PIrdDd5jTP3sqnkHe2134PCPSnSPGMR9RdvhDF3f1bU/+OGrkNL2fycB+K2XSFkkKx0kW4vXMDbmtXl79+3kBCXAJPv/sQjdvXY9yiVwFo1K4uZ4+F8VKncTzf9p3kCXVNuzSkdKVAws9c5IOnvqB46QBKV8pWXjWX4ebmluniSa7s+IH/WLN4q6Ux3PNUe559/yFLY8iN86cu8vxd4zl1+JzpZTdpV4feg7LXD1S7WTDlqmecRnDlT//y+9eriTh3Obfh5Uh+6kPJrQLd5HWrRm3r0qitrSlpZM8J3La6Ls9/+gSfDv2GUhVKUKupbe3rMlVK0eb+phQuVojfZ6yifHBZajauwpShs/Dz96XnM53wL16YgBLWL45kprMnLrBp+W56PtXO6lAy1LJrI1pmkmrdEZKSkhCR5M7jEmWKUqJM0TTnrVu0hYjzl+lhwXyJ7ChdoQTf73yX4hlkzI6LiSci7DJlKqb9hens8XCuX41Js3Z8biye+Tfx8YkM+yj9/pSnxvalVIUSls2U127STyi3uBJxlSO7TjDml5c4vP0YsddiKVLMj+IpfkCUr1aans92ov+o++j2VHs2Lt1BxPnL/Hz6cy6evcSOv/c5pG/DSqePnOfciQts+HOX1aG4nAmDvmHqyKyH88bFxtu14JYryKgyAVg2ez0j+nyS7rElM/7i+/ezl8zi8I4T7E2Rx+1WQ95/MMPKBGz9O72fd/zcrwzpJq9kemIjsPTrv9jw+zbe+nkY8z9dyrJv1/DF5neTj2/4fRsBJfyp3SzjZqAX271Dj/91pGzV0vj6efNih7GM+WUYdVtY1K5rossXr/JQ/eFM+u3l5Fnl2k3H9p/B08uDoGrOmUWeEzPGLqLO7VVo0bkBkReuUMjfN8eDBhLiE7ly6Wq6lY5SCqVUtpKUznhrHlcvX+eFSTnPN3vywH9UrFUu6xNTMGViY7kKqvJA+yY2Hnzb9SY2mk03eQG1m1fHz+govHfQXXQdkLpJp3nX9Ne6Bli7cDNblu+idvPqjH/yC2bt/pDi5YrR7O5GlHXhHzDZEVCiMDM3vJVuE0dmVv68kRqNKiWvle4ISiniYuLx9vVy2D2yUiUPTBYNKFGYQoVtw8BH3TuRNvc15YFhOcuc5OHpnuETTMqmP3sNeKt3juK4Yc7kP5j5+mwmrXidOs0t6PvLP7+T55pu8gIq1Q6idS/bKptubm7ZenQuGVScag0q8fS7D1GxZnnWLNjM9agYTh78j7jreaN5wx7ZrUwA1izamiqDcE5EXohiwRcryehJevFXq3i+/dh0j12+eJUd6w7y26w1uYohP+j9vw40bGl7Wn7jhyEu34+THVXrVaBI6WIUS6ffytEE3Smfkq5QMnHhvwg+fv7r5NQPABt+28aFMxHJ72uFVKPHMx0REYZ8/Bj7N4dSpERhpqx7hzKVsrc+S37z9vfPcee9uXvCDz8Twcp5G1N9D1Jq36cZL2cwP2LOJ0uZ/vZ8Nq3Yk+k9EhOTWD5nvWmpRG64eC6Saa/PyXBNndzIzQisMpUC8S2c8aTV+V+s4NCOzDNsO9Pli1HJi32l5/aO9fj5yGTKVrbo/5vuQ0mmK5RMJMQlcuXiVZJSLKv73Zhf2LU2/RTe//66lb3/HnL5VBF5SXDDSny2YmSq9v6Pn/+GjwbNBGx5nIIbVkr32sdH9OT9+UN5+7vnMr3H5YtRfP3uYsLP5H69j6hL0bx893jOn7xA7LVYTh08S2JCEpcvRiUn9MytKxFXGdj8TQ5syTytf06dOHCWS2FXHFJ2Tnwxcg5fvp7xoId1v27lwRovsn/TESdGZbDz6cTeJxQRKSoi80TkgIjsF5EWIlJcRJaLyGHj72LGuSIin4hIqIjsEpGM2+adRHfKmyj6ynWuXIyibBXrUmQUBMf3nwGlTB9Jt2HZbtzc3WhqZCHIibiYeH78YDG9n7871QS+h2q9xIC37qfjg3eYESrnTl7IUTOkM0ReiGLkfR/x5veDTInx6uVriIBfkfQnREacv8zE/82gx9PtaXZ3I7vLNaNT3rdsBVXlCfs65fe/l3WnvIjMAtYqpaYba0AVAkYCEUqp8SIyHCimlHpNRLpiW2mxK7b13z9WSjXLzefJLd0pbyK/Ir5OWwelIHNUxuQje07h7uGeqwrFy8eTx99Mm6R1/MKX7G6S2bMhlLPHw+n0YIsMz7GqMln76zZUkqJNzyYZnlPI34c772tKQHFz5oUUDsh8Zn3x0gGMm2/fD3VHMKt/REQCgDbYVsVFKRUHxIlIT2yr5ALMAv4CXgN6At8q21PBBuPppqxSKufLl+aSbvLSNEO/YV158HnH5IOqVKscXj5ZD9O9GnmNU4fPcTidPoyfP1vG7vWHHRGe3S6cuURYij7E9Hh5e/LA0LtT9dOcOHiWZ+8cQ/SV6w6Ja+Kz01n81UqHlJ0l+/tQAkVkS4rt1pXhqgDhwNcisl1EpouIH1A6RSVxDrgxfLQ8kDJHzmljn2V0haJpThZzLZYls9aQmJi2T2VUr4lE/BfBc+MfTHPsUtgVoq9c59Thczx++xtcibjKsf1nMhywMKrvx6yYu96umJRS6aaQv1WvZzukyg78x6w1vPlA+pMcUwosW5TOD9+Bj5/5kw8jwy6z7Nu/2b3mgOllZ8neysRWoVxQSoWk2KbdUpoH0BiYqpS6DYgGhqe6ne1pxGX7KVy2QhGRt0TkjIjsMLauVsekaWYIO32JX6au5Fo6v62/NuMZehqZrG/V5ZGWNO/cgJLli9N3yF34BRTi5R4TM8xe0PnhltRqXDXDOCLOXybygm301LH9//Fyr8lEhF3hl6kr2L/Zvg7/ei2C6dK/dZbn+RXxpdczHVIt3WuWoqUCeHfxqwz/+lnTy7aHiZ3yp4HTSqmNxvt52CqY8yJSFsD4O8w4fgZImeMmyNhnGZetUAyTlFKNjO13q4PRNDNUrFGGp0f34pV70y6OVq5qqXSz8V44G8kzrd/h2L4z+BTyomv/1ri7uzFj/dvJ80tu1ebekFRrwN+6kujUEXP4ZuxCAKrWKc/sXe9RvFQRzh4Pz3SYbkoVapTljm632XWuIzXpWN8hSyPbxaRhw0qpc8ApEbmxRncHYB+wGHjM2PcYsMh4vRjob4z2ag5ctrL/BFy/QtG0fKlWkyr0e9n+meqBZYvy0W+vpFlky79oIfo3GZXlXJuDO07wYMORXIm4WakMnfwoz4ztk6osgMHvP0TzFEvqJiYm8Uj9V9m+Jv3h8rl1+eJVoiLTXzZ7+5oDrP5lU6bXnzsezgvtxxAVcdUR4WVJkuzb7DQE+EFEdgGNgHeB8UAnETkMdDTeA/wOHAVCga+AzMfHO4GrVyiDjfHVM2+Mvb6ViAy80ckVHh7u7Pg0LUeKlwqgdffsTRuY+MK3/P7d2lT73D3cmbDwJW5rUwuwTQSdOPibNJM0gxtUYPTMp/HyuTmw06+IL76Fffjju7WMe/JLYqJj072vu7sbA8f2zXC+T2aiIqMZ2uV9zh7P+P/mlFd/5INnZ/Lde4vSHDtz9HyW2Rb8ixemaeeGeDugfyZL2etDybo4pXYY/SsNlFL3KqUuKaUuKqU6KKWClVIdlVIRxrlKKTVIKVVNKVVfKWXdnAmDpcOGRWQFkF6ip1HAVGAMtm/FGGAi8OStJxodW9PANg/FYcFqmsXGzxua7kJTwQ1vrhKqlO2J4tYfYG5ubvz40e8c3lmXfi+lfjK6evk6B7Yf58ql6Aw7zdv0zNl0DZ9C3tzesR5FMhlCPOTDfuz+9xC7/z2U5tg9j9+Z4XUJ8Ym80Ok92vW+nTOh5yxZIVOMTbOxtEJRSqXf+3gLEfkKWOLgcDTNpdmzgmapoOK8OjXN710AvPnNMxQqnHaeVJ/Bd9FnsG3Rq19n/oV/UT/a3nd7rmK9wdPLI8umPW9fLw7tPEm/V7O3TLaHpzudH2lJheqlrW1q0b/GJnPZJq8boxoMvYDMG4kLqLjYeGLzURJKzXGKlwrAp1DmWZkTE5LSHc6cmYyybSQmJNqVHy02Jp69m45wLSomW/cF6PFUO0oFFefQ1qMc2uqYVDRZ0ckhb3LZCgX4QER2G51T7YAXrQ7IFU199QcmPPOV1WHkO3vWH+LssbCsT8zAvk1HGNV7kokROce9A9vToY/92Ttmf7iEET0/TPfYjNE/M/bRKVmWMffjP3jk5W6UCipu931Tun41hgObQ1nx4z85uj7XdHLIZC6bekUplfPVdgqQfq/1JCE+0eowHGb/plAmPvsVUzeMw9PLef9cf5qwhPota/LgSzlbM6RYqSLUtWJtDidr17c5DdvUTvfYfYM6cz06/aeOpKQk1v26nTu6NsLdwz1bC3LdqnqjynyzZ2KOr88Vla0RXPmey1Yomn0Cy6U7+C3fKF+tNL0GdXZqZQLkOjdU2colefjle9LsT0xI5Nfpq+n8SKtMU8jnFaUrBlI6g7ximf3bjAyP4uOXvqdq3fI8PureTO8xe/IfHN97isq1yqdbwUdfuc6MN+bSulcIt7XNeR62HCsgTx/2cOUmL02jSAl/ug1ob3UYprkWFcNvX//NxXORVodiqeKlA/gldBJB1bNezfP8yYtUqFmOOs2qJ++7eC4yeSjywW1H+f2bv/lyxE8Oizczug/lJv2EUoAlJSWxavZ62tzf1JIhlwWRfzE/vto4xuow8pQXPnokzb45k34n7HQEb/0wGC9vL8TDg4HvPmRBdOgnlBR0hVKARYZdYdqIH6kZUpUKNcpmfUEec+rwOS6evUSjDNr4tbzr6TF9SUyw9R3WaxHMgNH3UbeFNX1WBeXpwx66QinAipcpytwTWY/Cyas2Lt3J7n8P6QrFwc6fvIC7h7tT+/M8vTyS+9V2/3uI6W/+DAK9h3RxWgyA7elEd8on030omsv4beZqDm3LOoW6vXoP6czbPw0xrTwtfTPe/Jnv00mb4iynQ8/j7SEkxWU958Vsgu5DSUlXKFqyqIir7PjbMQkA7XFwy1HOZZLzKScSE5P4/r2FRIa7zhrp+c1LUwfw3IR+lt2/ZNmiFC1XlPYPtbQmAD0PJZmuULRkW1buYdLgry27/7DPB9DmvqamlpkQl8D2v/Ylr/uhmc/b18uu1SgdpUq9IMJPRvDp0G8tub8oZddWEOg+FC1Zuz7NufN+c3+gW83b14uJf4605N5nQs+xcelO7hvsmGWF85tX7vmAdr2b0TWThJDpKVG2GG//PJSKtco5KLJMFKCnD3voJxQtldzMWNZSCzsdwbZVe60OI8/o+8LdNG5XJ9vXbVi6k53rDlG6QvoTLB1N96HcpJ9QNM1Bbmtbh9vaZv8HZEF1e6f6ObrO18873bT+zqJTr9ykfx3VcszqLMdhpy7y+n0fEZ3O2uxawVG/ZQ3uebKddQHoTvlkukLRciQpKYkHqwxm49IdlsXgXciLCjXKOj3PV1536tBZlv+wzuowTPPF8Nn0DX6RuBjnDxvGzuaugtLkpSsULUfc3Nx4Z94wGt1pXZNOQAl/nhn/kKUjjPKiY3tPs3ah5avFmsYvwBdfPy88vS36xUI/oSTTv9ppOVa/VS2rQ9ByoE2v22nTy5wVGV1Bv1e70+t/nRBx/mK8NyY2ajb6CUXTtFSWfreWfRtDTSvvyO6TTHnlB9PKu9XvX//Nu49NdVj5WZEkZddmV1ki7iKyXUSWGO+riMhGEQkVkTki4mXs9zbehxrHKzvuE9pPVyiapqUSuuME/x0zL2NBUpJy6CJwIR3qcXzfaZZZ0S9kb3OX/U8xLwAp01W8D0xSSlUHLgEDjP0DgEvG/knGeZaztEIRkT4isldEkkQk5JZjI4za96CI6JlhmuYkgyc+QscHW5hWXnDDSrwwub9p5d0q+sp12j/Ygpb3NHbYPTIjSfZtWZYjEgR0A6Yb7wVoD8wzTpkF3Gu87mm8xzjeQaxo87uF1U8oe4D7gDUpd4pIHeBBoC7QBfhcRNydH56maa4u/EwE637dxsY/d1oTgP1PKIEisiXFNvCWkiYDr3Izf3EJIFIplWC8Pw2UN16XB04BGMcvG+dbytIKRSm1Xyl1MJ1DPYHZSqlYpdQxIBTIXzlBNFP98c3fluYh06xzxz2N8fR0Z+uKPZbcPxvDhi8opUJSbNOSyxC5BwhTSm215EOYxFVHeZUHNqR4n7Jm1rQ0qtavkC/WaNeyTynFS188RZXaFvyIUIA5iR9bAj1EpCvgAxQBPgaKioiH8RQSBJwxzj8DVABOi4gHEABcNCOQ3HD4E4qIrBCRPelsPU0qf+CNR8jwcHNTn2t5R80mVWnbu5nVYWgWmPb6HIbd9S6z3l1oyf3N6ENRSo1QSgUppSpja+5fpZTqB6wGehunPQbcWHhmsfEe4/gqpaxPaezwJxSlVMccXHaj9r0hZc18a/nTgGkAISEhln9BNU1zjj+/X8fx/WeoUrcC3oV96PF0e6fH4IR5KK8Bs0VkLLAdmGHsnwF8JyKhQAS2SshyrtrktRj4UUQ+AsoBwcAma0PSNHNEXYrGv5h1yQzzizKVA3FzFzo91JKjO49zeNsxylUp5dwglDKryStFkeov4C/j9VHS6T9WSsUAfUy9sQmsHjbcS0ROAy2A30TkTwCl1F5gLrAPWAoMUko5biC7pjnJ0d0neaDaC0Scv2x1KHlew1a16PRQS2aNW8iSr9ew+ucNWV/kADqX101Wj/JaYLQbeiulSiulOqc4Nk4pVU0pVVMp9YeVcWr5z9XIa/z88R8kJjo393iVehX4cOlwipcOcOp984PVc9cTeSHtUs7BDSuSEJ9A827WzEPRubxusnoeiqZZIuJ8JKvnricmOtap9xUR6jSt7tR75hffv7eIIztPptnfrEtD3vz2OTo/0sqCqPQTSkqu2oeiaQ5VsWY5Pv/nHavD0LJhxvbx6e5393CnaZeGliSHRAGJBaS2sIN+QtE0zRT7Noay1YIlj6e9PpfuJZ/h3IkLTr836CeUlHSFomkaAK90n8CWXMw2375mPxuXOj/9iZePJz7+Ppy3qEJJHumV1VYA6CYvTdMAaHt/U4KCS+f4+n6vdDcxGvs9/novPL09KFqqiCX3LyhPH/bQTyialo9cvhjFlyN+ytFyuN0ev5MylUo6ICrHOnPkPF7enhSyIvWO+enr8zT9hKJpObRm/iaKlQ6gfsuaVoeSLCY6llOHzhIfl1Bglkae/tYvbPhjB75+3twzoJ1T7y2A6E75ZLpC0bQc2rcplHJVS6eqUJKSknBzs+7Bv3TFQMb+Msxp94u+fA2/gEJOu1967n2mPdXqBTm9MrlBCkj/iD10k5em5dCz4x+mZFAJzp20dQbPnfQbr3Z1iYXznOLIrpP0qTyES2HWzvoPPx3BlYir1txcN3mloisUTcuFXz77k13rbEv6tOvbggHv9LU4IuepUi+ICX8Mp1gpa2f9N72rAYnxCcTHJWR9sunsHOFVQJ5idIWiabnw4e+vcdfDLQEoWb44tZtWszgi53Fzc6Nu8+AcXRt9+RqJCeak59uyfDdLvlpFZHjatCzOoOeh3KQrFE3TnO7lbh+wYOoKU8pq0e02BozpS4IlTyjoJ5QUdKe8pmlON3LmM6YlyFy7eCvffbAEDw937hvcOesLzKT0KK+UdIWiaQXc79+soXTFEjRpX9dp96xQo6xpZXV66A5adm+Mn7+vaWVmi65PkukKRdMKuPOnLuDlk3d/FCQlJuHlbd2cGz1s+Ka8+69I0zRTPPHGfVaHkCtTh88mIuwyb377nDUB6Aolme6U1zQtT+s7tAu7Vu9h3aItzr+5ApLs3AoA/YSiaVqeViqoBK9/P4Tg2yo7/d6C0k1eKVi9pnwfEdkrIkkiEpJif2URuS4iO4ztCyvj1DRXsPHPnSz8IuOhthfPXiIuNvtJIa1wcNtxlsz8y7Tyipbyx4r1tQBISrJvy4KIVBCR1SKyz/i5+IKxv7iILBeRw8bfxYz9IiKfiEioiOwSEYvWQL7J6iavPcB9wJp0jh1RSjUytmedHJemuZyY6Diio2IyPD6ix4f8+tUqJ0aUc2GnL3Jo5wlTytr1z0Gebf4m00bONqW8bDG3ySsBeEkpVQdoDgwSkTrAcGClUioYWGm8B7gbCDa2gcBUUz5TLlja5KWU2g9Ys3SnpuUxd953e6bHxy0YRpES/k6KJnda92hC6x5N7D7/auQ1tv+1j9b3hqQ5VrdZdRq0qoGHp7uZIdrNrCYvpdRZ4KzxOkpE9gPlgZ5AW+O0WcBfwGvG/m+VUgrYICJFRaSsUY4lrH5CyUwVEdkuIn+LSOuMThKRgSKyRUS2hIeHOzM+TXMpJYNK4O3rZXUYDnFo+zG+GP4jSek0Hbl7uJMQl0CZyhat5WL/TPnAGz+rjG1gRkWKSGXgNmAjUDpFJXEOuLEKWnngVIrLThv7LOPwJxQRWQGUSefQKKXUogwuOwtUVEpdFJEmwEIRqauUSpOsRyk1DZgGEBISonvHNM3ww4Rf6fTgHZSqUMLqUHKtcbu6/HDgowyPDxjzgEWfM1tpVS4opdI+Yt1CRAoDvwBDlVJXUrbgKKWUiOtmBnN4haKU6piDa2KBWOP1VhE5AtQALBgXqGl5T1JSErvXHSSkQz2OH/iPs8cv0PNpa9YLsdfOtQcIP3WRjkayzezIaZLKXFOAialXRMQTW2Xyg1JqvrH7/I2mLBEpC4QZ+88AFVJcHmTss4xLNnmJSEkRcTdeV8XW6XTU2qg0Le9wc3Nj/KKXqdm4Cteuxli3Xkg2/Hf0PEd2n8z2ddtW7+Wh4KEkJloz2UOUsmvLshzbo8gMYL9SKuXj2GLgMeP1Y8CiFPv7G6O9mgOXrew/AYs75UWkF/ApUBL4TUR2KKU6A22Ad0QkHtv4iGeVUhEWhqppeVbbXmk782OiY9m6ag8tu9vfMe5odz92Z46uq9m4CoM+fAR3d4t+PzZvHkpL4FFgt4jsMPaNBMYDc0VkAHACuLHozu9AVyAUuAY8YVYgOWX1KK8FwIJ09v+C7bFP0zQHCN11gkmDviakY32Hd+RHX7mGXxHHLRPs4e3BD+MXUbpioPMnNyogybRRXuuwLVOfng7pnK+AQabc3CQu2eSlaZpj1WtRg3knP3N4ZXL18jX6Vh/G/s1HHHaP7av3cmL/GYqWKuKwe2RMr9iYkq5QNE3L0EeDZhKaiwmIhQMKMeHXl6nRuEqm521btZfrVzOetJmZZl0a8d3+iZQsXzxH1+earlCS6QpF07QMeft64e6RuwmDdZpVz7R/QynFu098we5/D+WofBGhRNliOQ0vdxSQmGTfVgDo5JCapmVo0IePOPweIsKcI5NzXXFZQ4EqGJWFPXSFomma5fJmZWIoIM1Z9tAViqZpWk6ZOMorP9B9KJqm5XnhZyK4Ghltzc11p3wyXaFompZn7Fx7gLiYtGu+THjqS2Z/uMSCiNAVSgq6QtE0LU+Ij0tg9AMfs2d92tFgr/8whEdH9XJ+UEpBYqJ9WwGg+1A0TbPc1lV78fT2oEHLmhme4+nlwdyjn+Dl45lqf3xcAglxCRQpXtjRYaavgDx92EM/oWiaZrltq/exa93BLM+7tTIB+H3GKl66a5wjwrKPbvJKpp9QNE2z3NNj+uT42i6Pt6XZ3beZGE12KD3KKwX9hKJpmsv4aMg3fP7qj9m6xtvXi+fbjGbaiOxdZwoFSiXZtRUE+glF0zSX0f2pdnjkYJLj7V0a0ejOOg6IyA4FJK2KPXSFommaywhuWClH170yLcPl2R1LKUhnnfuCSlcomqZpuVFAOtztoSsUTdO0XFD6CSWZpZ3yIjJBRA6IyC4RWSAiRVMcGyEioSJyUEQ6WximpmlaBvQCWylZPcprOVBPKdUAOASMABCROsCDQF2gC/C5iOThdKSapuVLN5JD2rMVAJZWKEqpZUqpBOPtBiDIeN0TmK2UilVKHQNCgaZWxKhpmpYRBajERLu2gsDqJ5SUngT+MF6XB06lOHba2JeGiAwUkS0isiU8PNzBIWqapqWgjAW27NmyICJdjCb+UBEZ7oToTefwTnkRWQGUSefQKKXUIuOcUUAC8EN2y1dKTQOmAYSEhBSM50pN01yGMqE5y2jSnwJ0wvYL9GYRWayU2pfrwp3I4RWKUqpjZsdF5HHgHqCDUsk9V2eACilOCzL2aZqmuRZzZsE3BUKVUkcBRGQ2tqb/PFWhiLJw9IGIdAE+Au5USoWn2F8X+BHbF7kcsBIIVkpl2hApIuHAiXQOBQIXzIrbZK4am6vGBa4bm6vGBTq29FRSSpXMTQEishRb/PbwAWJSvJ9mtLAgIr2BLkqpp4z3jwLNlFKDcxOfs1k9D+UzwBtYLiIAG5RSzyql9orIXGy1cwIwKKvKBCCjfxwiskUpFWJi3KZx1dhcNS5w3dhcNS7QsTmKUqqL1TG4EksrFKVU9UyOjQMszEmtaZrmNPmimd+VRnlpmqYVVJuBYBGpIiJe2ObhLbY4pmyzusnLWaZZHUAmXDU2V40LXDc2V40LdGwuTSmVICKDgT8Bd2CmUmqvxWFlm6Wd8pqmaVr+oZu8NE3TNFPoCkXTNE0zRb6oUERkpoiEicieFPuKi8hyETls/F3M2C8i8omR3mCXiDR2YFwVRGS1iOwTkb0i8oILxeYjIptEZKcR29vG/ioistGIYY7RQYiIeBvvQ43jlR0Vm3E/dxHZLiJLXCyu4yKyW0R2iMgWY58rfD+Lisg8I3v3fhFp4SJx1TS+Vje2KyIy1BVi08yXLyoU4BtsWYlTGg6sVEoFY5sYeSM3zt1AsLENBKY6MK4E4CWlVB2gOTBIbJmUXSG2WKC9Uqoh0AjoIiLNgfeBScaQ7kvAAOP8AcAlY/8k4zxHegHYn+K9q8QF0E4p1SjF3AlX+H5+DCxVStUCGmL72lkel1LqoPG1agQ0Aa4BC1whNs0BlFL5YgMqA3tSvD8IlDVelwUOGq+/BB5K7zwnxLgIW64el4oNKARsA5phm7HsYexvAfxpvP4TaGG89jDOEwfFE4Tth0x7YAkgrhCXcY/jQOAt+yz9fgIBwLFbP7fVcaUT513AP64Ym97M2fLLE0p6SiulzhqvzwGljdd2ZzI2k9EUcxuw0VViM5qVdgBh2NamOQJEqptLCqS8f3JsxvHLQAkHhTYZeBW4kSSphIvEBbaM5ctEZKuI3FjI3OrvZxUgHPjaaCacLiJ+LhDXrR4EfjJeu1psmgnyc4WSTNl+1bFsfLSIFAZ+AYYqpa6kPGZlbEqpRGVrigjCljetlhVxpCQi9wBhSqmtVseSgVZKqcbYmmYGiUiblAct+n56AI2BqUqp24BobjYhWRlXMqPPqwfw863HrI5NM09+rlDOi0hZAOPvMGO/U1MciIgntsrkB6XUfFeK7QalVCSwGltTUlERuTHhNeX9k2MzjgcAFx0QTkugh4gcB2Zja/b62AXiAkApdcb4OwxbX0BTrP9+ngZOK6U2Gu/nYatgrI4rpbuBbUqp88Z7V4pNM0l+rlAWA48Zrx/D1n9xY39/YzRJc+ByikdvU4mIADOA/Uqpj1wstpIiUtR47Yutb2c/toqldwax3Yi5N7DK+M3SVEqpEUqpIKVUZWxNJKuUUv2sjgtARPxExP/Ga2x9Anuw+PuplDoHnBKRmsauDtgSq1r+7yyFh7jZ3HUjBleJTTOL1Z04ZmzY/qGeBeKx/bY2AFs7+krgMLACKG6cK9gWsjkC7AZCHBhXK2yP8ruAHcbW1UViawBsN2LbA7xp7K8KbMK27PLPgLex38d4H2ocr+qE72tbYImrxGXEsNPY9mJbJA4X+X42ArYY38+FQDFXiMu4nx+2p8aAFPtcIja9mbvp1CuapmmaKfJzk5emaZrmRLpC0TRN00yhKxRN0zTNFLpC0TRN00yhKxRN0zTNFLpC0TRN00yhKxRN0zTNFLpC0fItsa1F08l4PVZEPrU6Jk3LzzyyPkXT8qzRwDsiUgpbpuceFsejafmanimv5Wsi8jdQGGirlIqyOh5Ny890k5eWb4lIfWyLN8XpykTTHE9XKFq+ZKRE/wHoCVwVkVuXiNY0zWS6QtHyHREpBMwHXlJK7QfGYOtP0TTNgXQfiqZpmmYK/YSiaZqmmUJXKJqmaZopdIWiaZqmmUJXKJqmaZopdIWiaZqmmUJXKJqmaZopdIWiaZqmmeL/nJ7xM/pjfL0AAAAASUVORK5CYII=\n", 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\n", 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" ] @@ -1132,9 +741,8 @@ } ], "source": [ - "isin = rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos[:,0][isin], pos[:,1][isin], lw=0.0, c=rand['RAND_N8'][isin], vmin=0, vmax=1500, s=2)\n", + "#isin = rand['IS_BOUNDARY'].astype(bool)\n", + "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", "pl.xlabel('$x$')\n", "pl.ylabel('$y$')\n", "pl.colorbar(label=r'$N_8$')" @@ -1143,15 +751,15 @@ { "cell_type": "code", "execution_count": null, - "id": "4e7d849a", + "id": "ebd53b17", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": 29, - "id": "056b8411", + "execution_count": 130, + "id": "91ab6e29", "metadata": {}, "outputs": [ { @@ -1160,13 +768,13 @@ "(0.2, 1.2)" ] }, - "execution_count": 29, + "execution_count": 130, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -1189,9 +797,9 @@ "r = np.ones_like(d) * 8 # Mpc/h\n", "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", "\n", - "isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", "\n", - "pl.scatter(rand['BOUND_DIST'][isin], rand['FILLFACTOR'][isin], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", "pl.plot(8. - d, sphere_cap_vol)\n", "pl.plot(8. - d, theory_ff(d, 8))\n", "\n", @@ -1207,8 +815,8 @@ }, { "cell_type": "code", - "execution_count": 33, - "id": "e0be33b5", + "execution_count": 131, + "id": "e07a3382", "metadata": {}, "outputs": [ { @@ -1225,13 +833,13 @@ "(0.2, 1.2)" ] }, - "execution_count": 33, + "execution_count": 131, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -1247,9 +855,9 @@ "r = np.ones_like(d) * 8 # Mpc/h\n", "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", "\n", - "isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", "\n", - "pl.scatter(rand['BOUND_DIST'][isin], rand['FILLFACTOR'][isin], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", "pl.plot(radius - d, sphere_cap_vol)\n", "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", "\n", @@ -1266,45 +874,15 @@ { "cell_type": "code", "execution_count": null, - "id": "2af9b8b1", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "33545c2d", + "id": "59b6bf40", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": 31, - "id": "417392e8", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'var' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_197044/1767917404.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvar\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mexp\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;31mNameError\u001b[0m: name 'var' is not defined" - ] - } - ], - "source": [ - "print(var, exp)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f725edd0", + "execution_count": 133, + "id": "1dff800c", "metadata": {}, "outputs": [], "source": [ @@ -1316,7 +894,7 @@ "var = n_bar * (4./3.) * np.pi * radius**3\n", "\n", "# actual gals\n", - "exp = np.mean(rand['FILLFACTOR'][isin] * var)\n", + "exp = np.mean(rand['FILLFACTOR'] * var)\n", "\n", "sig_ff = np.sqrt(var / exp**2)\n", "s2n = np.sqrt(var)" @@ -1324,14 +902,37 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "7d1cfb2f", + "execution_count": 134, + "id": "f05e086e", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(-0.5, 0.5)" + ] + }, + "execution_count": 134, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", "\n", - "pl.scatter(rand['BOUND_DIST'][isin], rand['FILLFACTOR'][isin] - rand['FF_THEORY'][isin], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", "pl.axhline(0, ls='--', lw=0.5, color='r')\n", "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", @@ -1343,56 +944,33 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "83f150d4", - "metadata": {}, - "outputs": [], - "source": [ - "# TODO: place at top of nb\n", - "\n", - "for idx in range(len(rand)):\n", - " ff = fillfactor_expectation(rand['BOUND_DIST'][idx], nbar=nbar, radius=radius)\n", - " NRAND8, SIGMA_NRAND8, SIGMA_FFACTOR = fillfactor_poisson(rand['FILLFACTOR'][idx], nbar=nbar, radius=radius)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "51163e3d", + "execution_count": 135, + "id": "b85e057a", "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "13b3fbae", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e26d3f20", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "55a108cf", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "26a58d00", - "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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yY7lJktTLIwlJQ7MMtXSZJCQNzTLU0mW5SZLUyyMJSfuMZajxZ5KQtM9Yhhp/lpskSb1MEpKkXpabJC04exXjwyQhacHZqxgflpskSb1MEpKkXpabJI0MexWjZ85JIslRwMXAEUABG6vq3UkOAT4OrAa+B7y4qu5JEuDdwHOBnwMvraqvtm2tB/6qbfrNVXVRiz8F+BBwALAVeFVV1VznLGm02asYPcOUm3YBf15VxwJPA85KciywAfhcVR0DfK49BzgFOKZ9nQlcANCSyrnACcBTgXOTHNzWuQB4xcB6a4eYryRpL835SKKq7gDuaI//McktwEpgHXBiG3YRcBXw2ha/uB0JXJ3koCRHtrFXVtXdAEmuBNYmuQo4sKqubvGLgRcAl891zpLGU18ZanKZpah9Z156EklWA08CrgGOaAkE4Id05SjoEsjtA6ttb7GZ4tuniUtaZmZKApai9q2hz25K8kjgk8CfVtVPB5e1o4Z93kNIcmaSbUm27dy5c1/vTpKWjaGOJJI8hC5BfKSqPtXCP0pyZFXd0cpJd7b4DuCogdVXtdgOHixPTcavavFV04zfTVVtBDYCrFmzxsa2tIx4RtS+NczZTQEuBG6pqncMLNoCrAfOb98vG4ifnWQzXZP6Jy2RXAH89UCz+tnAOVV1d5KfJnkaXRnrdOC9c52vpKXJM6L2rWGOJJ4B/EfgxiRfa7HX0SWHS5KcAXwfeHFbtpXu9NcJulNgXwbQksGbgGvbuDdONrGBV/LgKbCXY9NakhbUMGc3fQlIz+KTpxlfwFk929oEbJomvg04bq5zlLR8WYaaH37iWtKSZBlqfnjtJklSL48kJC0rlqH2jklC0rJiGWrvWG6SJPUySUiSellukiTsVfQxSUgS9ir6WG6SJPXySEKSZrDcy1AmCUmawXIvQ1lukiT18khCkuZguZShTBKSNAfLpQxluUmS1MsjCUmaR0utDGWSkKR5tNTKUJabJEm9PJKQpAUwrmUok4QkLYBxLUNZbpIk9TJJSJJ6WW6SpEU06r0Kk4QkLaJR71WYJCRpBI3KEYZJQpJG0KgcYYx84zrJ2iS3JplIsmGx5yNJy8lIH0kkWQG8H/i3wHbg2iRbqurmxZ2ZJC2OvjLU5LL5LkWNdJIAngpMVNVtAEk2A+sAk4SkZWmmJLAvSlGjniRWArcPPN8OnDB1UJIzgTPb058luXWO+zssb+XHc1x3VBwGvoYRMO6vYdznD8v0NeStc97Xv5wuOOpJYlaqaiOwcdjtJNlWVWvmYUqLxtcwGsb9NYz7/MHXMF9GvXG9Azhq4PmqFpMkLYBRTxLXAsckOTrJ/sCpwJZFnpMkLRsjXW6qql1JzgauAFYAm6rqpn24y6FLViPA1zAaxv01jPv8wdcwL1JViz0HSdKIGvVykyRpEZkkJEm9TBLNUrj8R5LvJbkxydeSbFvs+cxGkk1J7kzyjYHYIUmuTPLt9v3gxZzjTHrm//okO9r78LUkz13MOe5JkqOSfCHJzUluSvKqFh+L92GG+Y/N+5DkYUm+kuTr7TW8ocWPTnJN+7308XYCz8LOzZ7EA5f/+BYDl/8AThu3y38k+R6wpqrG5gNESZ4F/Ay4uKqOa7H/BtxdVee3hH1wVb12MefZp2f+rwd+VlVvW8y5zVaSI4Ejq+qrSX4LuA54AfBSxuB9mGH+L2ZM3ockAR5RVT9L8hDgS8CrgD8DPlVVm5N8EPh6VV2wkHPzSKLzwOU/qupXwOTlP7SPVdUXgbunhNcBF7XHF9H9wI+knvmPlaq6o6q+2h7/I3AL3dUOxuJ9mGH+Y6M6P2tPH9K+CjgJuLTFF+U9MEl0prv8x1j9J2sK+GyS69qlSsbVEVV1R3v8Q+CIxZzMHJ2d5IZWjhrJMs10kqwGngRcwxi+D1PmD2P0PiRZkeRrwJ3AlcB3gHuralcbsii/l0wSS8szq+rJwCnAWa0UMtaqq4eOW030AuB3gScCdwBvX9TZzFKSRwKfBP60qn46uGwc3odp5j9W70NV3V9VT6S7ssRTgcct7ow6JonOkrj8R1XtaN/vBP6e7j/aOPpRqzNP1pvvXOT57JWq+lH7gf818D8Yg/eh1cE/CXykqj7VwmPzPkw3/3F8HwCq6l7gC8DTgYOSTH7oeVF+L5kkOmN/+Y8kj2hNO5I8Ang28I2Z1xpZW4D17fF64LJFnMtem/zF2vwhI/4+tKbphcAtVfWOgUVj8T70zX+c3ockhyc5qD0+gO4kmlvoksUL27BFeQ88u6lpp8e9iwcv/3He4s5o7yT5HbqjB+gut/LRcXgNST4GnEh3SeQfAecC/xO4BHg08H3gxVU1ks3hnvmfSFfiKOB7wH8aqO2PnCTPBP4PcCPw6xZ+HV1df+Tfhxnmfxpj8j4keQJdY3oF3R/vl1TVG9vP9WbgEOB64D9U1S8XdG4mCUlSH8tNkqReJglJUi+ThCSpl0lCktTLJCFJ6mWSkCT1MklIS1iS30lyYZJL9zxa2p1JQiMlyf3t2v9fT/LVJP+6xVcluazd2+A7Sd49eW39JKsH7+fQYq9P8pqB55Xk7QPPX9Mu6T24z5vafv88yYw/GzOtk+RnA+P+so25oY0/IcmhA/c4+OGUex7sP7Du6iT3tYu+TcZOTvLh2f57tisbnzHN/CvJ3w083y/JziSfnu22B9Y9oM39V0kO29v1Ndr22/MQaUHd1y5yRpLnAG9JciLwKeCCqlqX7v4fG4HzgP8yy+3+Evh3Sd4yzf02Bvf528BHgQPpPj09m3lOu06SpwPPB55cVb9sv0D3r6q76D4JPJt7T3xncj/N8XSfvP0NSf4V8JYp4Ze363hN55+A45IcUFX30V0GYk7XBWrrPzHd/Uy0xHgkoVF2IHAP3TX1f1FVfwvd1TKBVwMvT/LwWW5rF11iefVMg9ov1TPpLjGd2Wx4hnWOBH48eRmFqvpxVf3fWc63z/HAP0/yxSQ/SPL7bds3VtXzp3zt6YJ8W4HntcenAR+DB45gvpnkI0luSXLp5L9zktPbUdHX9+aIRuPLJKFRM1m6+CbwN8CbgMfT3W3sAe1S0D8AHrMX234/8JIkj5ppUFXdRncNnd+e7YZ71vkscFSSbyX5QJJ/sxdz7XM8sLOqnkV357KXzDS4lbY+CDwpyTlTFm8GTk3yMOAJPHgPBoDHAh+oqt8Dfgq8Msnjgb8CTqqq49v+tcSZJDRq7quqJ1bV44C1wMXAnv6i77sA2W/EW2K5GPiToWc5C+1OY0+hO8rYCXw8yUvnur10l8M+lAfvi/AQ4N49zOGuqvrjqvrdqnrLlGU3AKvpjiK2Tln19qr6cnv8d8Az6Y7oPjFZrhvFi/1p/pkkNLKq6h/orq56B90v2wckOZDu6qQTwF3A1LuOHQJMd6/vdwFnAI/o22+78ub97MX9E/rWafczuKqqzgXOBv79bLc5jd+ju8fx5JVOn8Dwl7/eAryNVmoaMDXxeiXQZcokoZGV5HF0JZxPAg9PcnqLr6D7a/pDVfXz9hf7HUlOassPoTsK+dLUbba/fi+hSxTT7fNw4IPA+2qWl0juWyfJY5McMzD0iXSX3J6r44GvDzx/AnDDENsD2AS8oapunBJ/dGu8A/wR3b/l54EXJTkUHvh31hLn2U0aNQcMnPIZYH1V3Z/kD4EPJPmvdH/cbKW7Z8Ck04H3J5m86cwbquo7Pft4O91f9VP3+RC6BveHgXdMs95085xpnUcC7013M5lddEc9w9x7/Hi6G2RNOo4hjySqajvwnmkW3Up3C9xNwM10Z5b9PMl5wP9Ocj/dWVYvHWb/Gn3eT0IaUUlWA5+uquPGYb/tFNg105xirDFmuUkaXfcDjxr8MN0omvwwHd1R1a/3MFxjxiMJqUervX9umkUntw/ESUueSUKS1MtykySpl0lCktTLJCFJ6mWSkCT1MklIknqZJCRJvUwSkqReJglJUi+ThCSp1/8HEtbrw4ESCw4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" @@ -1400,21 +978,158 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "e222371d", + "execution_count": 136, + "id": "2717e59f", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('EXTNAME', 'TilingCat'),\n", + " ('TCOMM1', 'GAMA ID'),\n", + " ('TUCD1', 'meta.id;meta.main'),\n", + " ('TCOMM2', 'SDSS objid'),\n", + " ('TUCD2', 'meta.id'),\n", + " ('TCOMM3', 'J2000 coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " ('TUCD13', 'src.redshift'),\n", + " ('TCOMM14', 'Quality of redshift'),\n", + " ('TUCD14', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", + " ('TUCD15', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", + " ('TUCD16', 'meta.id.cross;spect'),\n", + " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", + " ('TUCD17', 'src.redshift;stat.error'),\n", + " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", + " ('TUCD18', 'meta.number;spect'),\n", + " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", + " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", + " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", + " ('TUCD20', 'src.class.starGalaxy'),\n", + " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", + " ('TUCD21', 'src.class.starGalaxy'),\n", + " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", + " ('TUCD22', 'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('AREA', 180.0),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1ZLIMS_NGAL', 113687),\n", + " ('DDP1_NGAL', 45293),\n", + " ('DDP1_DENS', 0.005963721679858641),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2ZLIMS_NGAL', 73942),\n", + " ('DDP2_NGAL', 33396),\n", + " ('DDP2_DENS', 0.01057953807776663),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3ZLIMS_NGAL', 18121),\n", + " ('DDP3_NGAL', 8842),\n", + " ('DDP3_DENS', 0.01931329953669401),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('RPATH_0',\n", + " '/cosma5/data/durham/dc-wils7/GAMA4/randoms//randoms_bd_G9_0.fits'),\n", + " ('RPATH_1',\n", + " '/cosma5/data/durham/dc-wils7/GAMA4/randoms//randoms_bd_G12_0.fits'),\n", + " ('RPATH_2',\n", + " '/cosma5/data/durham/dc-wils7/GAMA4/randoms//randoms_bd_G15_0.fits'),\n", + " ('VOL8', 2144.660584850632),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 136, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", + "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", + "gold = Table.read(fpath)\n", + "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", "gold.meta" ] }, { "cell_type": "code", - "execution_count": null, - "id": "716416a4", + "execution_count": 137, + "id": "a72735e6", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "ddp_zmin = gold.meta['DDP1_ZMIN']\n", "ddp_zmax = gold.meta['DDP1_ZMAX']\n", @@ -1448,10 +1163,47 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "4822827e", + "execution_count": 138, + "id": "75c59970", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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36urJ2b2G53a5uXnpImr+9jx13U1UhIO4Q7ARS0V+99cLqFyj+Olk0ZOwTgRsP4oCxV7YXgMPKezo8lFEjIYyAqK1/VpaTc7uuGWcax/JMJ5MXgZDckSayHL8nQ0dbQCEQwNd3m4g3N7Fxy+NsPnVbezb0cQBncbsaZN5emsLs849m6vPvID86bAXSwN5N1DSlUdOVRndk0vZ4QCxPSQFWPPFm2shp9GKDNkLHCTxU5s4UvvpeexQYY/bndJxhgwhqqEks4xjjEAxjEtCvoOg7Yk3Onz0bnXRNURx3g7AeQgcjkaqSvLYv6+dkqCDN/fswl0yiQZfN72hRqbPySMfyAdyq6HY00xwxel01uVz3iTw67HzdWMlOAbbIYAV+eUl8Y8sUXn6oQjYdbw62ge5Z0NmE43ySmYZxxiTl2FcEIlE+MMPv8ChFh/r31rHx84/i+v+9XuWqtGPFgg30/Zyw5ChuPmAeuDIE03kFkzjilUX0v7C/TTX1FJfXsqeUIhGv5PcPV3kOqAzAuedDXlVHvSDV7HQm4uz5CjT/uhji31OB1Y+yZ+xnPGFWEIlnT0WW9va0ng2wwllnGsfyWA0FEPGsnfvXv75i18kT4TynBy+9i8/5e9/+ANH9x9hl28H0M4Aw3TAC4dfoXu6d6CsiWEd4MRF1pRZeN1VPPfrv7KnRyiqLGDpoizkUDdvP78al8A5U2GxA8o6wLVqLhH/Dtwt1Sy97ux+T2QOrFZ5RVjaytGBoxsWN5ZzP3eQ7ZWVlSme0ZARGJOXwXDieeKRR1g8ezZ5IiyZNYuf/fd/A1YNq84g7DsaxNcT5J3XjhI8+jIDUgIj7eiBjby03T+wv0hMC908wNMUYs+6rdTIEd591WJOd0FBfReHXn0RmTaPdxdP5FUf9LphwUQovK0ccq/BzXspO/cKKmbm8i8TYCKWIBAsjSTaa7WF1Puu5gGnO2GpI4HyBbzy8sspntGQMZwCYcNGoBjGlGAwyD997nNMyMsjT4SbVq1i/549g+6fA0xoaaPhnR2otEA4zugc8aPhs5H6mITCKDE5HyFgnR/0oHL2shDZHR1Uva8SXBEmTHazZNLveLx3N1WlsKkJIk4Il7VClgdHsZucFSHc1bOYepFVmfQal1WSxYWVBOnAEi6pVm9a7IDNCjU5MM1h+WDAypIHyMnJSfGMhozgFNFQjA/FcMI5evQo//nd7/KXP/2JrvZ2XC4XoQSRWInoBOryw8wS8P/vt/F8/UwoWGlvDUL9q/i2Ps3urqHOAl3AEw6YnOMlf2MdD75zCO8zEO6AF9ZCvhcmtcO2ELSHQEqh47Usss7xgmMB0A25OUy6uZ4b5+7g9Yc3EtkMmyPHHPTHwysRqPJAoQPmlsDBJsgGeu38k3Vr1hznmQ1jzjjXPpLBCBTDCeH3v/0t//HNb1JXe8xFHQ2djQqT7Oxsent7LdNUggzyKEfbrBIo6+q6uGDPNhzLYwRKRSMtvQeJDPOkFwLeDMJcn5+7tzXjqIMcPzS1gbbBnoOQ7YFwHUxwQ+goHOqaSEXkLHDkAAKemeQs/TLzgw/i7czmyO43mRn2UiOC3zewmVI0OXEoFpRCTjXMrYLIQbgiDx47cGx7l4nyGp9EsEL/TnKMQDGMGp/5+Md59sknaW5qIhAY+GuKD53tjba4HWbS9WH5K559KMC53wJH+CA4iyHYCU0Pk9V+hJpBQoZjJ/Uw8EwNVNd3cyRodUtst5ctXVbE1uleuNoDTQob1+WwIlyPNTtkgzMbIrtxzr2YktIezqeWh398iMGilYcTJgC7muGW2Q5mRVz05gVo7YblhS7Wt1tC12P6yo9fTgENxfhQDGljw9q1rHrXu6iw/SF//O1vOVJXl1CYjBQF/tAN677/aSKHX4C6R6FnHWR1sn9PmMG8MLGTegCrnLwvCPXAHqAOy1zVbm/f5Ic5EcgrrmD57ZdCzxRifzauGedQddokps77PJO3tTKMpW1YyoH2QxHKpgdo9EDd7HwOtof6HPTBUfhfGk4AxodiMAyNqvLUY4/xt7vvprWpieeffTYps05aEKFThO+9EOQr5z7EwoJp5M1w4KiroaHF6k+SDAHgrSG29wB/LYFJHQHySg5DZcXAnYIzcbf+njZPIQV0klL5xjjzXicwvRA2bYCqbGjsEdo4Ns8UFBamcnZDJjHOhUUyGIFiSImG+nq+8JnP8PILL9CRIMlutISJ0+XqX0JFlbAqoQPw9K+epOrffsnG7/0/Fve08dPX0nNNB1CY66Q138O17z+bEveFoFUDd3R7yZpzFRd88AD5j35vSIEyQODG/b8iAlsaoLAHnBOhdl9nv+0H9u8//hsyjB2KMXkZDACvvvwyd9x+O1PLyphRWcmjDz6YUJgMRU7uYKl6yZGoHhfAm2FYXZfPIz/5I2W5bTywHdaq5WMZKRGgwhFm85FeGusnIHPOBacn8c7uCrJqX+XCYR7RhhO4PQp7WmFHK7gLXVx821JiG/7m5eWldA+GDMGUXjGcqqgqj/7973z3G9+g5vBh2tMQWdTT3Y3D4eir+utwOokcRyl2cTgGOPPze1rp0e185z5o6bac6S4soRJKsH+yuFwuyrwhqioqOf/m8yktHcpD4sF1/TcJf+OKEbcO9zth1SWwc0OIwxs39Hvqu+Dii0d2csPYcQqYvIyGYgCsTPSvfOELnDZnDoUuFx+4/nq2btmSFmESJbaEfLwwETtxbzg0EumX8e4Hgq1wECHUAVW5VrRWPuB1uUjurNYx8fFToVCId5rgkstLKatrI9g7eYgzOAhnRSiKWI71VKsJe2OitzqC8PxjcPgIVAbpZ0K7+89/Tum8hgzBOOUNJztHjx7l3ZdeSnd3N4cOHhzx+WI1kFSJbxyVlZODr6dnkJ37m41eCcH5TzTwNuC3Z98swB8KUQC0kiBrnv6tdsuxrA1erAivKDkeocy9BCqzcJck8J/Ens9RyKpL4O+Pp15NODZvpQdYUQ1P1cKBuPoxc+fOTem8hgzC+FAMJxt7//x9ls+ayYzKShZNn872bdv6hInLNbLni+MVJokYVJjE4cYSFq+pJQyKHA7CwBRgNlbOihPLGQ6W0IsS22o3bO8br4NMjijhw/uYfNZ5IEP3InE4HLyww8WcoRSZJHnyADQHISL9vUG1NTUjP7nhxHOKaCjjRqCIyGQReVFEtonIVhH5gr3+WyJSKyIb7eXqsR5rRqEKhKh55lEaX3iIxre/jW/vPhrq6/HFZXMnW/6kH5IO9/fxE8RyWSjQBvhs5/8WYKYTrvPY222tJhJnMoviBhaLUALEut27BaZWzQHnjOEHU+jhwnNXsvvwCG7IpgFr3L44bcyZpGnQkIEYgZJRhIAvq+oC4GzgsyKywN72Y1Vdai9PjN0QM4Nd27bxj7d9gM3PPICv+TDBzm4qZpfQmefGM+MCbs4f5MDjEQ4jDRNOk0AKYv0WOzutMNurgcowdDmtCr79iB2zff1ioFyVo/SvkDEzz01VaS+4vQxLIJdJObuZuCS5MTtS9LOAabA1bjlForzGjUBR1SOqut5+3QlsByaN7agyA5/Px10//zkLp02jKi+Pm05fSG7tm6zevJlgayv4m6FkNo6Gt9izcz+Ng8mA0cohGeqpepQE0jOAMwvy8uFyTwKhEnN9p8uFB6uN75Vxm2ty3Ey4dD5J/VR6dnNoVyftu5Mb+vGYCPNNYuP4JJqHYsrXZx4iMg1YxrEk5ztE5B0R+Z2IFA9yzO0islZE1jY2ptqlIvPo7e3l5lWrmFRUREV+Pl/67Gc5ePAgOd3dVOdkcdq77+CWK8/FUebA5fFDbzdVF32IowVu3hlMQ0lANPpoMD0iNpopVnB4vMee6MODhAc70mG+GUQgzfdCaDb8wxn5zMiB0iFOEQ6FyMEKN97KMZNXMVBV20Pw0BGSiV8JOnN4fr2P1lGcFKonp8FBYxgbjMnLQkRKkliKRnms0bHkAQ8A/6iqHcAvgJnAUuAI8KNEx6nqXaq6QlVXlJeXn4ihpp0Xn3+eqy++mEnFxUwsKuKxRx6hq6uLSIzvox7YE/Dx9GP3sXvnFrKzvRAuxOnMYf+eOqo31eFzCoN11ZC4J/5o9NGgSk3MU3as4Aj4/TiHcfIfTx5Ksrzlh42bobApxEwRhnuurwMK3W6aOZZG0gpsLMwht3bvEEfaBS2DbTTd9W8sdWUzO4U5PzfFRMW1bw1VKMaQsZwiTvlkw3rq7GUog7cTK7hm1BARN5Yw+YuqPgigqvUx238NPDaaYziRhEIhbn3f+3jz9dcpLC7m0IEDBIP9jazhBGYTRxdMza9nTlgJNnXhLvAQcWYzWd5ky6JrWdDwGNtqWvodEy0JEp/JnSiRMFkGy24/EQjwoVzIbe1lYnDwJ6dsIOhycTAU4olgkEX0tzo0tffgnzqBPCIMPEuz1c7RpWjPf7LpZ5t4PjdM7RAR2B6Pp1+xzO6u1MpJFhYVpbS/IYNIk+YqIlcC/4M15/5GVb+XYJ+bgG9hibJNqvqB9Fx9aJIVKNtVddlQO4jIhjSMZ6jzC/Bbeyz/FbO+SlWP2G/fixXgM26pe+VFejY8Q6dnHV/82rNsbbOegZuamvr2cTidoGrZ4G0BEFsjyu2FN2q9bMnO4bSCPMLB9SA7IbyQ3OVvc/hHLeRCv8q40WNdbjehGKEVL0xGkmuSLF6vF79/sCLwyaFAMAAuJ8wuhLO7YWMCNasXIBTCgfVj2B63PQhkTZyI9egYK1A6Yce/cPiPfiaXHaG9vYH2xXOY2r2JliEEykgrLwdG+H8xjBFp6ociIk7gZ8DlWG2B1ojII6q6LWaf2cBXgXNVtVVEElQ0HR2S9aGsHH6XpPYZCecCtwKXxIUI/0BENovIO8DFwBdHeRxp57WXX+asxYv5yW1z2fzM/RzZv5WNb9Zx7uK8hFEHkXB4wKQeq1n0+CHvwC5KXDm0vfgKNHrBfSuhlgPsXdtFl3dwE1YoOHSYSbLCZKgIpuFCX0cqTMC2MORBKAsq5nq4bCHMH+LbrlgCNgD9suu9wI6X34ZAW/8Dgi7aa0p40f0mT9c+xer7t/F/z73F4bU+ksugSY2KCROANPmdDGNDepzyZwJ7VHWfqgaAe4BVcft8AviZqrYCqGpDmu5gWJLSUFR1YPu549hnJKjqayQ2uY27MGG/3889f/kLTz/2GM89/TQ9dhLfoXaouL6FTmeIFzZFWOT20zTMuQYgwhFVLitUvHlB8qcJzryn8R8poOOPjxAKvk0g28UcQmz1W0/gOkyHxEQMp6kMtW0wJ/1wDGd+y8rOxhdt0gU0u6H0dOisFQ4UOSglQhZWAmM8UYGyBOs3HTUI+gF1FBAM7cftKaPvKxgI8MLdd7He30r9MzCjycc+haMjDPtMeI8iNDZYc4LXm0T4siHziPpQRs4krDY+UWqAs+L2mQMgIq9jPR99S1WfSsvVhyGlKC8R+UOs811EikXkd2kf1UlIIBDggXvvZeH06ZRmZfHZj32MRx56qE+YAKxzCf4DzXTtbkdCHWwJBwft/jcoqniBozke3njiJQ499Q5hdxl+Zw55S3x0Hxbec1GI/CyY7XAw3T5mKOK/JCIy6mavRAzny4kVJgDlnVY73wPtTuZflss/LYOJQxyfhVV2JfYsZSUlPPpaJ22bnsdKnYwATcBefC92sOPxMOWd8JRaTsbBGnslS8J7jPFttba0DNxuGB8kr6GURSNS7eX2FK/kwioUcRFwC/DrExU0lWqtjdNUtS36xrbPDelbOaUJdhDZ+ijvPeejvBQI93syd7lcAzLTd+1XftYKE6vz0XAn5+bDGqxHkJQuC+RvCXBgzmFc3TXkHbyVnh1/JrfsQtyspmUv5IZgYSTC6mHO5cEyA00BDtnrTkgDrVRJoGWtdmexqt2Hv6uYyFvdLKwQPoHyVRJXOy4DSpxODsT4pppaWihbPovWta2UrwiCo5Zg5xq6//ZHNoUCTOuCF0MQ7VKSizUn+BjcrDgSMvJ/bxie1DSUJlVdMci2WvpXCKq218VSA7ylqkFgv4jswhIwa4a7sIj8M1bE7FPAtcB+Vf1KsgNPNQ/FEZvnISIlmAKTgyPZaGUWLk9oQKe9RD6GcqC0qpDykhB1NdCyn9RNXlgT2oMhWBl+hfOW76fj0B/ocnTT/eqfeG5zhLrdEPBBBbAcS1i4sIRHvE2xKAv+dRXcUAkLj2MsURxOZ0LfSdpKiSSYaJ0dPnrynUz4aBlTz3Pxk6z55OVYSY6JQpZbgXXhMOGYc+U7HOza8iod7mx8m1+jZ88agvsOs+/1jfy1Fv4aOvZrdgElQKkT5o/SryIvP4UkIkNmkZ6w4TXAbBGZLiIe4Gbgkbh9/o6lnSAiZVgmsGSbmM5W1VuAW1X1RqzC3UmT6tf+R8BqEbkXa+55H/DdFM9xUhEIBPjyxz5IYbiJb/7v3bhLK49t1AD+fW+T2xWhNdwy4Lh4soCKfe1MPQiLcmF/uzXJJ7L5O53OYX0Rr/bAjLpejjat5pkn3+S0SJDZDrjfZz2NL3bAuyeBs87J3vx8trS3Ux8zmeYCt53uZEZ2Fp4r/Oy8O8SOkPSbcJMlEg4nFB7H609JhgPAXzZnc8kVSwiX3coNkxrYn32A8x7s4akE/9REnRa7IxG8TfVsOXCEhe01dM2cS2j/szg3u2ixrVNRR74bKC0Fp1so6FZ2dqY/rSDVMGNDhhAtvTLS06iGROQO4Gmsr93vVHWriHwbWKuqj9jbrhCRbVhfwX9S1ebBz9qPUhH5AJbycB7WVJE0KWkoqvpHrNDceqwkwutV9U+pnGO8o6o8+/TTnLN8OXkilHi9PPLn+7ni4nyCkfhvjRvf4Z3scEBBQcGw524BLs0F1zSYezH4OhMLE0gu2uqHTyrPf7+B5vsCdNcG+aedsK0NzharRLrHAbURmB0Oc3pHG2UixI5yWTG0T8hjS42TaeXTmT0XckUglRpUMYmSaRUeIriHcVDXApGGHpyHn2RWTx1zi7NZ+cElXJNN0n1SIkCd+Fl77+OsbXZy+IXnycuewd6SLuJLMvQC0x0wMVeJFGP5p9KMMXmNU9JYekVVn1DVOao6U1W/a6/7hi1MUIsvqeoCVV2sqvekMNLPYzkL34fl7P9WCsempqGISBZWuaPzsW7dIyL7RjvCa6ypqanhm1/9Ko///e/09Pb2mUv6Ip2yIb/RgSPLjfWcGsVHwzNNNAShIzhUp3GLdoeDh9ojLJoOL7xt5UQMFrqezMQScTj4YXuE2e3wrL1uFxBRy3xV6oAJR6ATCESghQg5QDfWY83p111AQVUpV332bAoPb+KSl3bzm1Sd8UlOgLHRTd6srH79QQY7b3CY8OJmoLQgl7acpRROqMBTXorvgIOcyUJOq9I5yHEejwccDgL2GJ59C269ZjGy4xUqqufidVcxPT+fXvpyavs0kcMBuHqBk8KjYfwC/3cQkiztZTjZycAseBH5KFaiuF9EVgGVwGZVbWGQqiNDkaoP5Y9Yc9FPgJ8CC4CTUkMJBoN8++tf57ZbbmHe5Mn87c9/tsqc2MLE5fH0OV17eiHv/I+RlR9X4CPUReO6t/vlJQzlMwhHIjQ7IFgHuzohN4lPJyum0188kUiEAxwTJmBFMXVihcNmhWFrxAqXjeZdNQCFwJle6G1sYO3rbzMhcJhWDfJysJChW0wdP7ECMqEwOY7KvF3AO7WdRN55E5pBKGDzK82UTihl2SA1H4qLiwkEAoRiTJLnZfmp7tjClHfdQfnM0+DwKzTX1PYrX+N0OqkAev2QNX0qrwerOO22ZVybY+WyJEt2zrGzJupPM9KeNYYxInNLr3zBFibfAr6EpVh/U0TeEJHKoQ8dSKq/0kWq+jFVfdFePsHIfLUZxaMPPcSl551HeW4uxR4PP/iP/+Ch++5LuG8oEOh7op4GdK1+mQEKn9ND7fQ5/cJQI4M8sTscDnxAexAebYIvzYXAUP2cRPBmZQ3oaZIsjYDTYRVNjNovPViCJQfIF1iycC63Lb6cgvJbqW7LpyHYPiCcJG0MocmICHl2nxNPinkYD0agaU8vWeGd5LW8zYS8NqadG2HFnIH7lgC+1lagv0lxdSv4Ky/AHdqOOtcg2TnMOi3QL4IhHA7TAJzx7ix2thZRXlhK3rIVHKjMpmSI8cULiN6YMPL4KECn0zkqkWOGE0RmVhuOPjldDVyiqneq6ruwfOM/T/VkqQqU9SJydvSNiJwFrE31opnKLddfz1uvv97vR52M3b83D2ZfPpMBMVL+bWzetbffJDBYLkV0AmsCisLwwA7Ity06CbPOVYc3Cw1BN9AbgRIXTMB6io5qHz4gHHIxuXIZKy86F1dWhPybPsLcq2Yz1Q1u9/CdC9OJqtLV2WnVwUoxiz4IbNsZJqu4DUoCLHz3+2k9OoPfJ0gYaaN/DkqU0qle9r/9AlkFPgIPrsc/oYemoxF89gfrdDpxOBwU5ObSus3H9rUtvOsfPsDLL9Uxp9gxpBBIpalZOBzGMcYNzQzHSeZqKIdF5PdYQZ/Z0ZWq+jjH4QZM9Zd/OvCGiBwQkQPAm8AZMaVPxjVRc4PT6RxQdXcoZueAd87igRv83dA7MLRDhphwOwC3E7a0QrQ4z2gkEXYAnhyYOskKlwUrPtDpcNAClFRHmHx2HuI6gjuvG3Kn8K4lSwiFGFCgMpbRTHpMtg5WbHmSILAXB56n2mBKBc7WSYRzO5hVKGTF7CcM/nBYd9jPUc3hwZc34HjX5bR1BXnrRe0zZYXtUjjh7m6mFs1j1Y3vo72uh4IJeeSc997Uk1OHYKj/vSGDydwGW7cBL2OVb3lARL4oIlfY+SgpVx9L1SAb33/opGJydja7bO3E6XINW9cqikfBpQOfNIPtPmoPDHzkGC7juywIvQ7IT9K+kShJbzjCgHMieHphHtBQCA+3W36cEuAjKxwUbWkjb/YZ4GrBccTN26t3Mn067Bkiov1ERyElCp+O/1/M1ggtzia8B1rZtG8X6+q9lBYovpZj+ynW01UE60cR+2lqBLLbmjn0fCPbfe0UBGvID8EMYCPHHiq7gfW1h7jZsZ8evJw1s5K/vfo3ZufC293Hf4+xhT9NP5RxSvpKr6QVuwXI/wGIyI3AJ7GETCvw/lTPl5JAUdUh6qiOf7wOsWo9hcMQnZSSqHPlKcxC3AP/lZpdRVshSFvyWdOK5d/IS+Eh/3j6ilQCniPwSACWuJ10B8IU2dtagNr9WVQd3EGhpwemXYaj8AhZcpCqJNIgxOlERzG/BI71bUnGJPmbbrix6TDdL77OrAnTaWxpo7DIC3G6Qz6WUIi5iBVNBrQ2djBzRT6VDftoboTGKogc7j9HzAImlc7inKvn07o3gN+fyznvfh91W37Knu5j9cFSJVZI1xxOQ8N6w9iQ4d0YbeHynyM5R1ICRUTiMzHjB3LdSAaRKTg6OgZqnMMIExHhfUvyQQaaG32772ZalVVPKhW2YNU+QARRHRVHbAPQHobJAnnBMB49VlolHwg0dZETLCGUV45Ta3HqVnKCHeT5j5VjGYx0CxNhoEBORRPqAtoXhZl+0QyCB5qZNd/N3ucGGqICWBFufRlg9jU8wIEIbG3vpOUAnNsGTwas2l2xtAJ57iY8oRV4PfvYsucdaOzEV5BFz6AZRakxlLnUkMFkqIaSbpLVUFZiVbi8G6vt7knpGczFSnhL5XNXVQ6750Df832UAF31PRQ1Ws7uIwMPHRQ/Vuhcm0OoDQ+eLzESIsAz3XADlnD5e+iYL8UNvNIEZ2X5mNjcjHPiZdAjzMqFX/lSNKweRyXjeGKPPp6GX7MA9zNdtEzdTahgKW/tW8dCBhY2ChIjTOKunwcsUwfruiOsdYIK1McOzOEgEIlQqBEOvfY4vvajVM47h+3dazinwMErDJ6kmgpDhYkbMpxTQKAk+7hTCXwNWITVKexyrAJmL6vqy6M1uBNNh8OZshcqB6jobAJXvIwN0e3dygZ/vGFleLKBG8rgzpVurrFPm0qQwGDEt+StxfIBPIsVXRYN8egEjnRDffdWwlNLoacJ6p7kwGrY7Aevx0PSqPb1pY/iSeX4OBJFkA0XVbYHWLtNaXxzL289/BA7VjfzRKIPepAcoSBQ54I1oQg1ufBWCSy4dlL//JJIBAewx+dHcoWOUA+NW3cwy+tk14GedPRWAkb2vzOMIZnrlE8rSQkUVQ2r6lOq+hHgbKzf6Et2TZmThskFDi6ImfsSNTNyezz9+oALMLX3KMS3VfL30LBvARW5qX9HnliRxYp7/4Wp/3wlqy6roorUTDyDTbDxLXm3AY8DG4CtHLuDIJbWMv+sBpyVwNYHCDaFyKkQFCsHx4nV3TEZ4sObj6drYfRaidoKDxdV5hCBUjjY20a+p5uFXZafasB+gwgUAeYIvLIPWqfOYMa7q3jtxVpOK7XyeKK0A/T0EsjOp3zhpVBczYuPbGRZ9TFn/0gxHRvHKZkbNpxWkjbIiohXRK4H/gx8Fitb/qHRGthYsCSvnB7fMXteImd3MBDo18PECcx9/1KIxGgQGqGtoxd6G+l0WOpdsrgBVlThrS/Fc/FvqP74jZy3PMUbGUKbiRc2RzjWMzl2Wu4Cvv2FwwQOvQFHn6dz307qDyiLsL40bgZ2dxxOi/KKkJwIGkiyEXeJiKhy1z5w1yn7fu/jlc7EQRIJBZ0IXuCgC8768Hlcd/EkGta7OP+GCi6a7B1QE2zzAR+P/vVXzJ0dos3hJGvmAn623sr1ST7jZHB6exNlyhjGBZmZ2JhWkhIoIvJHrJyT5cC/qeoZqvodVR21xOmx4IrPnc7HPJYAGMqMEmvDnwNsy60DR4ynw99K4+Y/sOXZNZwWsOzvyUru6cCUD3wVWfUPtOzcwuTZ85kYTs0RO1TUV/zT/GCTXD3w4lHo/M6TBA9EiLx1kImtcHkOXOu2Su3Hi4/htCiHKtNitLt0kUiQxZvZ/MDzL0BNGF5L5pzYJkJVnMAUH+zf1UBlcRnN5UJFRRWnX17NlTlxxwVhrquLR/7yKm63sGTiEb5wudDG0M29kiXVSgGGDMFoKP34EFaDli8Ab4pIh710isjwVQ9PACJypYjsFJE9InLn8Zyj4O3VVIj12ccKjaGevKc6Yb6rCMuIEgDChCIhth/ystffQnMB3OBK/sEjPxtKpq1AIyFKZk8hZ8YkChfNSrhvbF2w2H4rw/YYSTJSqA54ZkuI4FMHidT00uWBdjecnW8J3UnDnMbj8fQ9wXuwhFBsFYJ0kUiQxZvZ6oCnHQ5WM7AbUTxVwPUcM6/1ALmV0HSknYaWCO+7aSFzsypheghPaf9jpwPrNkDO7sN0rb+H9TUtPFeTz2wXHGXwB5V486EX638WTyqZ9YYMI0M1FBGZJyKXikhe3PqU8w6T9aE4VDU/Zimwl3xVHb4u+ygjIk7gZ8BVWAUrbxGRBameZ5KvmfJJVsJav3IpQzx5T82F4vNXgmRBpB7C7fj2H2DLm08gdX6uWQgvkXxY3HXVHrocvUScWWiXEz28keqcxK0MYnMwOtrb+14Pm6meZJSU0+Xif32wYwPsfA4CZTBrOXQ7YHmRlfA3FOFwuO++vVhmNFU9rhDBwYR6KmVeaiMRtsa8T+QDygUuAKqdVi0KsL4LTUfg/Hn16M7DBFb7CM64lqqe05k17ZjmIUCJB85YVU3LhDCtnlyWnFvCwtxsesWeLwb538eb9GZgteJz2osX60HB9JQfp2SohiIinwceBj4HbLErDkf5j1TPl3JQu52Sn2mcCexR1X2qGgDuwSolkBL5H11JSbYlkZJlQrmbsLMcKILAZmg/yGuvPkugtpm8BuHgyyChmCI5DB2pk3XFdDzZEURceMqKcYWmsGjh9GG1gVgSCUCnPXmmMiGFQyGr6VQPZOfBBdUeLv5SLp+6AGY6hxeS4XCYEFZAdTXW/6A0QV5NYv2rP7FVeGNJtcxL7LSdyC9TCFyf6+D6SU4+W2ZF8TmwcnMKm4We6i5OP/0yJNLGrH/4V5bfdB7n2Y1RHMC+IPzqrzXsadlN2aRWJhZPpcPTy44UXEClwByXi6kc66aZg/X/HA0Nz3ACyNwor08Ap6vqe7C6PP6riHzB3pbys9+w05SI3Buz3Ad8PNWLnAAmYeXJRKmx1/UhIreLyFoRWdvYmCjGB3TqHHKXTOfcbAY0TxqMKSvBmbcAy6DzOP5dX2P+5Cbm9xxkV47i9OSST/9/9FBRTs+8eIBc8nAHOsFdgGPOKmp2dNM7QlU4bE+e/iSjhKJms3rgST9MzoLAbKG69P0UfOl8Pvzgx7n7f1bys09dyuxcJ9MY/NsXwDIbFXi9fcmTsfRgaQZD0dM9sHaJ2+NJXzl3WwO6FphPhHxfmBsmwBKsybwd6Awoda+00+YsZdaedlprnVQ5zuSrq3K42QELcqCkGpYIONudzHW18dfHHsXR0MFiki9j7wLcoRATsSogR79dRem5U8NYkYEaCuBQ1S4AVT2AJVSuEpH/YjQECtChqjfZy43Ac6leJBNQ1btUdYWqrigvL0+4jzi3c/hII/twJmXKdAPVzVVYdWq7oMVPJHQ2u15/lJaZHbh7POx3d4M7edNocYefPU/+GbKyIBQk1HovXXPPpGC4GTfR/YwgqzpqThMsgVCvULJiISz/Bqz4J/JW/Dtzrvo1V/3Lz3n4rsv43llWxIaHgeGxfqz/1WG/n7a4bQVYIcrHk6cRDAQG+BRyj9fpr4rH5SIXyJsF078OlacLZWKVY2kCenxQ4M3Be/AgE269lUlzpzH9/R9h1o8/wxf+MJf3fHAJFfnC1CrIrQmz55E2qv0+ig5YCaSXxl1ysDBlxUpsDWJlFFdjCbpCIHcQTc2Q4WSoyQuoF5GlfcO0hMu12F3CUz1ZMjNOfM/4r6d6kRNALRBbNa+a4X2vA+iIrCI3EmCxI0yCdhkDOMvroaIA1HERECa4yUn7A0/Ck/vY+SocIEjl6ZUsnJnYwQoDJ/1eH1TN8xPRI2jIj8e3iKVbX6PwOHyxqWaUR4ktTx8B3gY6QhCszgdPAXhnQKSd3KlTqKiYROnKrzD7hhI+vlJYHuOIh2Oaxx4sH4orbhIVoNrtSkuOBoys53ql08ncKii7HtwXVeG6aQZXzrM+oxbg1Vp47zVtOJccpWpWMW5PCAqmIO5PUb3gKwS2H+W0aW7KQtDZAe6wcnoxfOgimFYA851QGWNyHCwabxZWNej3iyWc5wBBD1zjBr8xeY1fMtMp/2HiCnmoakhVP4zlTkyJYQWKqu4HEJEy+/3x1rgbTdYAs0Vkuoh4gJuBIeuPJaJ+673InHKKBPYnsX+XBmgun4oG2yHSSiQ7TPjQetYfhFdqYFqWUtwVIGd6ITNJ/M+O1ylvvDabA00X4zjQiXhcdDSEeM1ZSfMJtK3GlkiPYJVkKfaC1++xgg+YC3kzLCnpzsVbMp2c5R+hcuEUTgsE+vmLou2Eo4TiJlEH0BoM9f8/DJPPMmwU23Hi9/s5/zxwXH8pzPsqrgtvYmnFMT9NyA+Ns68lXHApblchkAtuL+ROoXjOGZRd/h4OFFTwTukE1AUbd8GazfB4E6y8EbJyoHQYk2NWdjZ+LEf/hGKYY/uqzpkPU7OgJMlkUkOGkbkaShNWENNPReSTItL3bKeqr6d6slRsIr9L9eQnClUNAXcAT2O1Yr9XVbcOfdRAJhRehm9iN9mXuCkShkzCqwB++sUJzLvzvTjcEQi5cRR72bYuyM9awdcNZ53hZlu3ktdsOXUTGdoG5IVMLsad6yAwqRjfM3+BmVNoL5pNTRqeXI63fEsX8I4TpHQSVuaKy17yAXAVTqfy/DupPi2Hc/PgLI4JyuHyJgqcTnqwvohF0ZXD5LMkU2F4MIb6H3iBoysLYPol4P4weE4nb3GJfZfQHoJDta3My82GUCOWRM0G3ASdRbxr8WKatzQzP+LnPb2QF4Ll58G7q6FoA3xyLvicQ38Gvt5eVmCp2z29UJQrLMqH/AlCYxFcWl193PduGEOUTNVQ/gCsADZjRcn+aCQnS0WgZHRBSFV9QlXnqOpMVY030yWF9529lGQF2dIe5Dbv0J/tbSudeCdU4AwthEgNGu6io66Lfz9klSk/BPzy+SDde1u5Z1cXTok53yCTmgBdW9z4wlvx5ArBpVfxxitrOO/Qo8edYR7LcImHOXH+h0KskNV2oKcFRGtA42vsWrjdhUw96xbCuQ42cizserhSIUfDYYJYjvm2Ye/AwjECR7zb7R60wOInbnCTvXcu5HwCJBs8lzLhPTf1lWmrcoPj8R14CwXccb4M/1Ha3/krp984k+ea2nhaYasfnn8bGlacTfsiF8H5sCwv5jMY5HvwOrDbC0154I8IUgS7873kBcC/Pxnd2ZBxKJajMJnlxLJAVT+kqr8C3gecP5KTpSJQTvp21q8/vp2eB7qp6sjmNd/gAsUBXLOykPmf+izOqTPAvZKIr5HOP/2NXTH/pVAEameB9ITZq+CN+ksGmdgVmNh4kKyic/H5yvF3b2F6mZetrgRl9UdIovyNnhj/Q7REfb7LRSvQ0Qvdb8yC0CA1c1Vwl7dQfp47JeHnBLJI7mlFHA6cTieREST3BQIBfDFJj1GNxQW07wkSuuxDljDBA/hxdfpw2h/XHBeUXreSyNSzOdYw2cKdW0qwIZfGbd0sXVZFvQv8bsiOeHC8soNDE88h5xLhutOstqfAoN+D/UCpH2ZUwNHeCDM8QnZBLu5u+Oj00oTHGMYBmamh9E0ttqVnRJw0Gko66D26F68Lavf3Uo0VspmIKUCFexlkfxyYBW43jvArdLV5+5Wa36/wyNvQGLBMZLPiJvFE+Sjby0qY1PgW4c56dvztQTbd8zue/MvQ4mRYU1aC7cPlb1Rh3X84FCIb2BuBmtffInS0PfEBDsXtmcOe9cGEpr3B6MHuYR+3PrYyssPh6Ctbn8jc5bbNau5kK/HGfA5RrS0EvHZIKJhciVUsR4FCut7exjR737d7oWPXEZrW/H3gObUSzznL2fdKHaXazb6Am/w8KBdB5t7A7KVhAoVTqOzoX+4m0WfnwPqf7NwJ9Q6oyVJmVTazKAue3p84ydWQ4WSuD2VJbOUT4LSRVEFJRaB8NdWTjzecBblEymHuZMuZXDjIfsUCxe/5METjmaQYsi7lqR3HCvfF5kdE21wejnuyDiR40pYNLTzx1FO0d/Yw770fIbLvFQ4mkBexE9GwlYhT7EdSgPXEvsThYIL9vtIDXV21SNOeQY7yECx5H1lVhamH1zEwRyO2qnAkEhkyYi1om9WCMfk9IjK4/2aQc31gRS5Tp0fTLAXoJecDN/XdTy8w44xtFC8+beDB2oYjlMV7bjyLNc93EOgOsrfbydNbgjT3rMEzcwq5FddQdpGVsBgdY6LPzgeU50BuCJpcMGMe5N0L3i6oLEh/LTTDCSIDBYqqOuMqn7hGUgUlaYGiqluG32t8c7C9m44d0LgfLsgf/J9zmgdy5/afVCJkscl5TJOIRjO5sCbLCFaCXD/rfYKJ7eBBKH3jFZ79xT/zmU9/nHu3dbIj5kt2zXQ4fQlcMGnAoWmjE8sH9GYkQi2Wszx/OhSWeHGUDZYHIUQ6nqetq5NBdJgh8ZNeFVhVUyr17gDq3YX4A9CnQwQbibz9dF9bYC+w89lW3IHWgSfQOnJDRWx85TAlZ2TjLMiiJBDGU1DMXv80Dv52C+4FCylo8fZpKIM9CHiBH/VY5R7CvfA/z0BHPeCB8AjCog1jSOY65fsQkXIRScXAMICUvJsicgnwQSz/6RbgHWCLqp4UTRp83cKmRpgShi7p7yR2Op19tanyCkDy+rf8dWguubHRrPZkEcFyahdjTZpDde1zYSXPvLorQmXpegqbG7m3Ntz30OIVyPJCRwvUdrgYjToNeViaWTuWaW9+OexshPYWyM6uIZR3GDcRBorbbhzuqfhyIsddpl3ts57o35TD4cAZiTCpeC7S3gJFAchyoYE8utzuvkG1Ab0+NxHPhIEPG11+NL+Xlso8OhtDbO8I4gYKOzq4ddJkJl01kfDjG8j3Bzk6zHi6sCoU1GB5cuY6hLrqCSC5hExP+fFJtPRKhiGWqeObWFGyTntdCPhfVf12qudLNZX6d8CjwGqs+nXfAFIOz81UImEvOwLQEIGDIeuHDceECVjNmt51cyU4+ruexdnDln0JzokVXNuCZfoaysofwjKrPNQM//7YUe7bckyYuIB3F3p5o6WC0xe9izPOuYDvJLC8HC9RJ30XlolrLpAjVoJeAGiohwfuUfTtZyGS6PkhQvPuQ7TujoxYay+KjmmE54llKD9TJBLBBZR6egj0loK/BgjChoc4vK6LifZA/MDTj3cQ6h4YitNxUDi6r4PVGw7zzsYgHiyz6eW+IL4db3NkowPfbKWpO4srk0ijOYKVIFAH7G1XnumGNUfqOTI9HUXwDWNCBpq8gC8C5wJnqGqxqhZjRf6fKyJfTPVkqf5mD6rq31X1PlX9V1VdparJ1PYbF+S4m+gGVivsiFkf6wiuUKVU88HR3/TQ4/dTXp3Y5Oh1u5mJNVEPZdbJ4ZgG00Z/522ZAw5W5vOVT97ExavezfXnraQ9O33/+ljzSw1WYbQahY6iY50ce/Khdc9B6NkYd3QQgm5Ki0OcOS35ayYK33XH/J1D+upXDedncgI1RcU07dtLoCcAwW2ESqdTWVRLIOZHvgXorPklRPoLlYLZs2l97leUdbaRHbYKPDqAfdPKKL5yGkW+V+l+489UXOTkYIpldHqA7tMWs31yIY55pgXwuCRznfK3ArdEE9gBVHUfVsuSD6d6sqQbbInIPwKrReRLqV5kvPD+awtwllgp9tGuhPH/IAV6glkQZ2qMBEJktSa2b/uDQQ5htdwdTOsVETxYpo5DHIvR9gLTsArrXDWvivpX1zCtaxdnTChCqsqYmkRPkthrDEZ0wvVgRXgtsK+9qNgShGuBymZ4/YE6wjuetk16EaKGKq1bzeGDe3l73dDjicXnG2gA9GNpdLOwAuLT/fsarNx9gQuONrSRP2MK7sIyCNfg112sLzmdwqxjKoU3C3I8k6F3C7GfZjjcSshdza4eK0PsoHUx8uqb2PP0OsifQa5vOc6ZS5mRCxOHMTZHo9xKgOl5kF+/hqwpy1m94aSwLp+aZKYPxa2qTfErVbWRoXO7E5KshvJ7rIfrCcCtInJQRB4Rke+IyI2pXjRTKfp5Oz+qD/LVT3+CutwcOhn4+dYD0xafNeDYrILpZA3yFNwJuMWqtDbY9yU6oZfRP7dpnlhay0VOmHakgdKZk2jfX8/EBZVcPauAyuKh7SexlY2HekovLrbqKwewpsn1QI4b3jxkmW4OA1vawbWrm+CBN8DfCIQh6AN6keJKKo68wVFv6mpvdvaxYi1OLPPeZCwNJVH75JGUXhksXHppngspKCJ3QjkS9kNNGb318ylpfIsDvcfEmt+Tze7OBnAWQ9gP2o76NhI6/CwvvbmZBo4J7kgkwppeqHltH29s24Z3wzYOHW6hqmIic2LUz0RFIqNRbh3AgokV7AhWM7Omlo988iPHfe+GMSRzNZShUilTTrNMtsHWC6r6Y1W9TVWXATOxikTuBM5I9aKZjLhcfOznd/FUVzddqryyZg3zFi7sCwNWoD3QOeA4h+9F5lUNPmEXZLn7TEeD0QYciHlfAlS54DIntM+F0K0XUFZdxAV3fhGZW0HBpSu44bYz0uJraG1t7ZvYDmFNZH5gX48lRGdjlY55ulb53/98mda7vkX3nmfwtW9Fe9YTaPsDWxp91EtWyg9ZsX3Sw8A84ConLPJYzRriGUnplcHIqoCpbiFStw182yBcA76DFNQXEVvsZHqgl+LsCoKRbOh6FbSFQFs++//r/+MxO7wtVnD7gXYPzI7s4/nGSURq8igpdBCwFUen2z1ky+YQ8KrfwXkXLCB05nTOnJOBnl3D8GSuQFkSk3fSb+E4qg0fVw0LO6Nys72c1CxfsYK1W6yI6W1btnDNypVs6sxiXtx+vcEl7AwXY5VSPIbL5SIUCvFsbzCpib8t5rUDWB2Ei4Gi3Cw6dgSYMd+P16G4D73GxOrzmOg5xHtKV/NgbL6bSMq5J3Cs+q3L6WSmKnuDVsRWjj2uo8B9wNx1Abwl/0dlUx0zZk9j0QVl1H3lbr714EHWjTDX1gHcVg2n54JclYW3PsSVd4d4yt7mxQpcSAcOh6NPY5k+v5qrr/sQheWlUFoCsoOCtqNsKWzr509zh2HPrhoKZx7GnbeEUFMN4cOvsvXFWuoTXKMT2NYML70Q5oybvXTnbiG/rBOv/ewXTtDkKxYvcPH8aVxy8SpaDzbw8PNvsvSadNy94YSSoVFeqtqnHotIhb2u4XjPl5RAEZH1qrp8pPuMdxYsWsT+zoHaCUBH90YautoGrI/260hWd4ydj5uw/AkbXPDBwgiLLiyiZOY83OVhKPsY+TU/5YIr63jsASBWoKQoTOIT7PzhMLtitvdgOcfX2vexNQw9T/lYseZh5lzk5eX/CrB6o7KRwSd7L9bT+nB4gcowlH4EOK8SefEIV+aFeK7L+t+MVBtzOJ19grOf+cvRQtHp8yF3Lji60NyldPau4/lHDpPNsblgTwgWr3mZ/Buuh/AEQrufo/HhX/OHuAT22MjADX64Y2oBLW0dVIibGXMjtGKFZ3fF7JeIOYXChRcuo6AnyOQLJjBj4QdG+B8wjBljmGMyFCISHzYcZpTDhueLyDtDLJuxzP+nLBq5kMOuarJi/AEjxYn1AU2LwIRJEdY//gazq64BGsETgCn/SpHnGj65zEmqbZcGy7R3MfBLke31ssXlor6oiBCWUNkJPNTu4nMP+Pn0RuXX0K+kSTz5dtDBcDg9Htoc0LXLg3vqGRTfUM7K6+EKgUqHNbYri5K8yQQMZl6amjMfV241uN1AEX5y0ZJqDhyNEFt/IsvportN6T64F1wOss5YSWd9D6vjGkrGC4nHnu+gOq+elsWT6CrLYrnHMiuGw+F+ZWZiKQSmzMohUtPFrAtWUj1zJu79G4773g1jSIaavOwgq/OAM1W1RFVLOAFhw/OAdw+xXAuck+rFTyYmzpzJpkOHaOrpYWdNDedddFHC7oHZ2dnkxHXdG6x6bi6WQ34LsGH3ZMKlZ9LdHYDDB4Gp4MrCwRYmtjuogL4y68mQsO88VgKmg/6O74DfT3YoRG9bW7/9faEQm7E6LrYBBZHIoOVqmlSTyoTvCgTY3QbOdyvkteIKzqGyAKZWQjhiBQi0tMVVHOD4SvNHj5kBnH5xJdK7k6hIzfLV4XJ1sz+umpE/EGJz3WG8xUXQ+zIE2vGeN39Y/1hpGHztXcwsrOeVpxRfwPp/Ox2OfmVmYqkErrn4XK74xndxr38Hl3MansUzU75PQ4aQJoEiIleKyE4R2SMidw6x3w0ioiKyYojTnfiwYVU9mMRSk+rFT1YmTZrEUy++SH1nJ52RCJdeeSUTqqpwud309vbSE9d1b7DquYXYgbkR0PpaZi5aQNDZCdOuw5qO3DD/o+R9+yw+MN8SBsk6xeILU0an4w4s01L8E/aUnBzi5lYi9DfR1UG/sivx14h+2YaL0vLnAm2V4CtBskvo6oLLz4UJDliQD9W2Eti/MEHqPqPoMc1AwFcEBVGLbRjoYd9LT/XVYYtSjJXXKYcetaK8mn7Fgd+/deweB9HSsnNg8mKhoKyMq84M9AnucHzUWYxgDGXBVSVhHHV7iUyehNuVw7Ruk4cyLklT6RURcQI/w+pdsgCrOdaCBPvlA18A3orfFseYhA0bjhMR4eEnn2RvXR0tPh+vrl3LuRdc0C9UNhFOrImuEOvpv3TCNKZWTufIC2+Coxrro1MonIX4KzhnUT6XYumuOdaF+ya3nNyBmXSx4cRwTBAl8vUIUNvTM+R3PQsr9C82LCT+GlHhM5TPIBc4a7GT/CuugLxCfP4GZKoTFTgvH+o7YUsOzMqx7rPPzhozEWel0Hfd4XQS9sLkSZOwBIkCHshpoHbtugF1ydxA9sJCpHEqdGbjPzid7e8cy6cZLCz5rz2Q7a+m138pDR3uhBWWgX7+rxVzhbaQn7yKXPIXLQERPFWTk743Q4aRHg3lTGCPqu5T1QBWybdVCfb7DvB9hq72BGMRNmxIDw6Hg2Wnn87TL79MY08Pr65bx6obbgAGdjbMwUowzMNKLGysP8ADDz7FlKs+RP8Hh0KyKovQhTOZ5LYm9VwA1b7Jrac7zsCfgOh3OdFzfggrQCCRXlEEeEVwZWXhEChNMkXEPUgr2wKAYBi6a6G7DueBvWzpEjrqYGsQZmTDBVWAGyYRU6U4ZiL2pdB3PRIO4/BD1wsbIdiBJT6DdO/OI7yviRzAG/PZLJoIcxd24fQ6wO9DO++lM4log0X5Ll5500VvzW527g+QXzh8McwKVxbV71oAhXPAmQMuF8w7qaL0Tx2iUV7JLFAmImtjlttjzjQJKy0sSo29rg8RWQ5MVtXHkxhZbPn62OW4woZTEigi8qyILEn1IobELFu+nL/cfz9dqrT4fNz2iU9QPWUKcKxPyHnAMqDSEUD2buTgy0+ARkOKBHAjjrPI2lbIxKUllGJ9u1L1KCSj20YS+Cm6AFQ5zedj5QTImTjQv4EILvqbx4KDhMuWAm+shc7WPeA8ROOuo+S43ATbIKsUZnjgSA9ML4CIPZyiJMY+FEsnQGhKNjjbrVEqeLLuo8tn/b79MVWL32mEvLZKunOCUN5Cr78XxyDhoFlZWX35S8tCIWbPOUpRfgOnXQONkYHCO9Y5L8Cq8hzcC26C3Kg26+U4rBCGTCA1p3yTqq6IWe5K9jIi4gD+C/hyUsPqX74+dslX1VE3ef0z8N8i8n8iUjXs3mlCRP5TRHbYEWUPiUiRvX6aiPSKyEZ7+eWJGtNo8NO77mLHwYN0qfL5f/onvBUVBF0uvMCWMAS1jmB2MUhszTAXzsqVVEwt4+LT2lnmhOKcrJTbayYT0juYnyIPqMgFVy401vTXsXPz8kAVb14eziGiwKLUAMtmQk4O0FhHd7eTvbuCvLEbvPVQ5oIJXeDvBo9aeR5tw5wzKgbjHfceezxnnDaJ6WdfCo6p1t69jbBvAgQG6vzzHODyhPF4nwPPHlxv9/DsIFqZz+frCxvfkAVlVU40fydyyMGyhTLAuhHrnJ8B5M5sx+WahzEknCSkp/RKLVYhiSjV9roo+cAi4CUROQCcDTwyjGM+baT0TVXV9ap6MfAY8JSIfFNE0hcnOzjPAotU9TRgF/2bfe1V1aX28qkTMJYTwnd+8APeqa/nt8Egv25t5ZoPfZ5Lrz2HQMSHv3cnsSLA4cil+vaPUb8lm3I3dPYMZzZND06sB6pJwFw/eJthZW7/Zlnddv+O7q4uQsN0iQS7yrEXmjcfhJYWmtYEaHopRF4A3gzAS81wkVu4cSL0OKDC4xk2ui0qBuMFYiAS4YtLQKQIx/IrsPQtJ/S8SFNOJftifqZRTaPCDXXbm+HlwwR3/4W6FqiPkwyuBFF771oIhbNCRNaXMmGm8MpbQ4v8HGBy0SLwlnGc+ceGTCJ9YcNrgNkiMl1EPMDNWOUHrcuotqtqmapOU9VpWJXhr1PVtWm9n0FI+Ztq18/fCfwC+HfgEyLyVVX9U7oHF0VVn4l5uxp432hdKxMpKiriI9/8HyDalVCxpm0F2sFZjjv0ClUVZYTP6iLvZetJwZOdja83ibzy48ysL8dyis8E6kJQ3ANvl1idBY+3hOE+oLsDnO4g7T8GZx1Udlj1B04HsotgZ67yag90RaAlEOjL10k1b2wW0NoEjvx23EEffZXD3BfRsO5WjsRoHlFNo1TBHQ7icgXx/QBeewoa484biovaq/B6KfQGaKtfQIns4uXfhikYpp1NiRNyP1ICcuJrcRhGiTR8lKoaEpE7gKexnul+p6pbReTbwFpVfWToM4wuqfpQXsdSr36M9WB6G3ARcKaIJG3nGyEfBZ6MeT9dRDaIyMsicv5gB4nI7VEnV2Nj/BQwfnB7PLg9UR1AgHxwCY6G9VTctISSiytZ5LIm16SECRyXMKkAZjkc2EYixAGFDlgegmnDOHCGChtuBA41gecFCKyD9RvgwbDVye0wEOqCUgfM3meZoxSIOJ2DCpOhhtIIHM0t57ILzwJ3Dn0/B7eD6dOF6Q76+slHqfFDTRb42qHrALzYnkQYjd/PxIOKNpTRJJOZWgLbhynD8fkcoMaOPuhHBtbvMAxPak75oU+l+oSqzlHVmar6XXvdNxIJE1W96ERpJ5C6hnI7sE0HGtM/JyLbRzIQEXmOxMVlv66qD9v7fB3Lt/sXe9sRYIqqNovI6cDfRWShqsanTGA7tu4CWLFiReozaMbiBMmDC36CG0Ve+A4FfJs8J3SlUERRSBzhlQiH04k/HKYNq4TIbGBTBBr9kFUptLfqkE9jQ4UNlwAPtMC2B+GcJqvk/zas/JYZQEEEmrotvT+IFQDQPcT5hronp8C8RUtZePaVRHwhHDnevmMONJ+Oo+AVumpD5GKJml4gVyBnK9TtgsN7YXdkeM0oH2gsg/ojTUyceZSN6y0BORQ5VeCacx4Dm2Map/y4JGryOslJ1YeyNYEwiTKiknWqepmqLkqwRIXJbVgZ+R+MjkFV/apWyJOqrgP2YlU9P0URXJd8g68FQxwNhfjRT3/K7DlzyEuQsR9LEXa4bpJEwmHE68XhgbNcsDzbymBvVXCgHA0fnxvZ4XT2VTme3Q5r1RImR6GvA6JT4UwfzMsSerEE4fEWsxcHSKiGTWteRcWFpbP0Io0tuPN68QZDnONwsBgrhLsQ6AxCZxhWH4KnG6yxIYIMoXX5gPAumHBhLR1P97L7yNAPotlAUweEH38DwjEh0JFeOLzxOO/WMOZkZj+UtJK28BE7XX9UEJErga9gOZd6YtaX25mjiMgMrIflURvHeOOTn/0sG3bu5GhnJzsOHeKiyy5j5qyBXR59DP89jk+NdPr9RDzW5PdOyNreC+w4Cjm2ya2gcLBCLImJhMNEsBx0zwaszPsjWA93E+0xzBQIN0K5T3FhRZgl6icST3lFxYB1pYD4OnG190BWOVAO/vVoVhNTZl7O3HInhXY5GT+WmW8n8Le34G/74aDLhf00gw5Tgp5yOPBsE6v3+3hm0D0t/MDGBggsPgMaDmEFkQdBnfjyUimwY8gkMrCUV9oZL/GIP8WyHDwbFx58AfCOiGwE7gc+paotYzTGjKZ68mQee/ZZNu3eTWNPD5/5whf6JnwfVvjtUES/KC6sifX6ZeBxwAI3LAnTV5G3yA29tnTqaI/PM2fQQohRIvZ49mJNo9EQwj1YMVivR+B1LCf9XGxTXRKmvcaGBkSkXwRWvQtCjWGqLl+KU+yxes9EgpvZ9/JaXDOtqssh4Ar7egAPY4UqPzlIyZxE1DZAx71hAi2W1jUUEWBXIbzz+v3gDELXBgj7IBLGk2MivsYjGVobMu2MC4GiqrNUdXJ8eLCqPqCqC+11y1X10bEe63ggOzubH/z3f1PX1kaXKr/9y1/Izs0d1FleghVTNhFrgu8S4dBRuPhKa4XfZTmvs7xQGYTpFYM75wYrhBiLHytsdjVwwM4dCWBpKy5gEzAdK368G3B4PP1KrwyGqhKJsdielp9LJ3nMO1wP9Zuxfg4OKFjG5CUeKvYXc3GWk3OxBO4iLKHpxirYmax7vBXY2gov9kLBkeG9IFnAhVfnseSKbHojYVp3hwnu242/+y2OPvN0klc1ZBqngMVrfAgUw+jy/g98gMauLtpDId565x3edU1/d1guVlHEyVh+BFElrPDmtsnkLyxCc6HbA+dMd7HPBzVH+2fFQ2pte8NYEV1+wBcjAILAq1jh0PeI4McqZhkIBJKOVBNbm3ECnW3dLJ8YomeiG/pqZDkgkkVuUTGhwlZqgmH2Y2lCr7oszSQq8PrOmYQwWw/Ut8GjAYhXoeMLSvqAvz3UxRu/2sL/fPFDbHn9TR5+/lFa/+/z3POFbyZ1n4bMIo1BXhmNESiGfixcvJgHHnuMLlV21tRw57/+KwsryrnU48KNVdxnAuApghkFWTxfE6TIC7PKwOMLcflHriPicvaF63qyrEIsw7XtjZ1UXVi1w+LDcaPVjQ/39iK2AEnVIb8AS8tSYHEpzJgyj9yp14Fzmr1HCLLduAMHCExwcqVYWtBaoC1kBQf4Sf1Jsh1oV3iNgdn3iQpKTgiBPFLL5HmXsX3HS/z6rp/ym+8dpHVWyuWVDBmAMXkZTnkmTZrEv3z729xf38AP/UG++fOfs/Sss3CUw2GtZP6UIpb0hpnrg+45Dna7Yd3bT+IPhfvCdQO+5LL2YydVN5afJr4mmAPrCS6XY1FpyU7s2ViJjDkcC0IIl0FBdgu5Pa9bvoro1T1TieTmEco/i4cjlv9mNlaNi2gyZ6xQSKZ0fhvwBpagTAa/G/afP5sF+crUpSup0Gzeauhg9Z49SZ7BkEkYgWIwxLHy05/m66tXs7FB+dVv/sTis95DdlEBZeKg9aUI5T7BFwwOMHelimD5HeIDBSJYP8w8LBMcJJ8704tlalphHw9QewhCRdXIwsvoV2JSsnBk72NGdQ1zI1bIcK8Hziyy/DeFHF8xlA6SN2ms6YbC2cW8vnYtP/vPH7H3wGFcXuhO0IrAMD44FXwoJmTEcFycdt5lcN5l8PmvQSBA+Iqz6fLWs/OFOsoZWI4kFUJYGkot/Xuzg2Vymgm8nOI5l2NpPNG2dOJwUF8QoaB1x7GyxbFXmfJR1LuJ6oJD7OyAiytd1B8N4edYiHSqiMig2ozX6+1X1XgasPPna/ETYVUEtlfAhj3gzTdhw+ORUySv0WgohjTg8fDHl9bzu6drORBUfvbbX1FYVDSgY2Oy+DlWPjXe9+IQwcexBhBDJRQ6sExcghUhVocVspsFaCTCjlrIza2BjvgiD4fAH6F8RSdLHXAh4D8a4vGA5UOq5fiSKVV1UAe+3+/vF9LsAra2RdgfgLedQD3sjEBHa+txXNmQCRiTl8FwHFz90dupbW2lxe9nx+HDXHfDDXizBnRJOS4Uq5Nl1BcxVA5KPseahuUBHS4XHfT/0d73cjuUn8kxY5RC0APrniZwf4jC2TDLC004+vwvAQZvZTdcNNtQ/pbYopI1QFcIrgnB4g54p926j/yCVGoaGDIFE+VlMKSB6upq/nr//TT39nKgsZFb/+EfyBqm/bEM0TfFr8ouYHcS127HLlyJpVV0hkJ9lYlL7X0WOiDYdA9oA32iJhAhuOhMIhPqLdtbBUxwRFgI/EMWfJBjlQPiDVADNCqHY0gh4xgk0bPdvsY6h9ASsEx17cCEiROTuHNDppGmlvIZjxEohhNGWVkZv/jd72jq6aE9FOLZ117ji1/5CkXFxX3mHqfLhQ7RNyWqoSRjcvIAU7C+5D1Y4iLPXtdm7/P6Ngi3RqzSxnZgsv9II60NWUTOrGBfIxSXwAKFG6vhvLPAWwQFLsuN78QKo06EOBxEIpEhQ6YjgyR6+uz79OYo3R7rvQsoKSlJ4s4NmYgxeRkMo4TT6WTluefyne9/n5qWFl56+20+8ZnPDClMogSxWw8Pdm6ssOI8rMiu6I+0ACunJPo6HyhtBe0+CJxmRQP422l1NbF7xyvsua+BfTnw+CHQbKFnPmzJhsoZMCNiVQ6owKok0K/8pu0nSeZeBtNeFJjstK6xPWIJwBCw8LTThj2nIfMwYcMGwwlk6bJl/PhnP6MjHKY1EOD/fe1rLFm+HG9W1oBJdyhhAtaP0o3l54h2jnHa75328QVYYcmtAu3Pvkmw4QUItgFK675G6g60gN/F6tfgUi8EO5Xp2XBuORxqg9xia5KvyHLR7ImL+kqhv8xQ2sskF3hWwJLL4OMllgDsaGtL+tyGzMKYvAyGMcDtdvOt736X19eto6mnh5fXrOHKa6/tKyyZzHTtwNIcotO1B6vj41T7+Og51gfBI35wlhLc/FeC5OEqmYjbW87eXUXMFPjjUZBsiBwBXC4ivTDFDRcvmMXbgRBh99AmuMH8JENxJtDuAO9Zk7npikU0+SwTm9FQxicRjgVzDLeMZ4xAMWQ0IsLSZcu4/9FHaQ8Gafb5uOqaa8jOzh40BLcMK7x3KcdMXH4sk1EQS5sIYjnrK4Enf9mMrzufUNaZdO3eTn6gmcqKLMqmd7IvaOXUaBFsL4OuzhBX3zaVLfkOsopbOXOOlykzqpmJJQijxJbUH8xPMhRvA2scMHNaBa2hg0yZbgnI5nHcbfRUx2goBkOG4fV6ue+xx2js6aE1EODBJ59k9rx5/fZpwqq9VcCxJ74IVsFJxcqyj3ao3A3kd3bT1eanu3U/7oKd7Kk5RNaUEvbV5PEUcAiYUQCXV8OE03PZfMDP575yLaXlk5E8F3muEG1AMHgs6DMymCkriUKSAHPy8vj+5VBc5sRb1cm0eVay48b165M63pBZGB+KwZDhuFwurrjySjZs306XKo8+9xxnnHkmMyZNYhGWUIk1RZ2OpaXUYflPXG43B4F9Pmir2UykfBH+I/lMX7YKR/dEnKF6PPa+T9VC125wNHRz+iVnsmvTTqqWz+eSa26nqTfrWEn64QRGkv6VJr+fXa8I+YEdzFq2iPyqPCQXli9blsJ/yJBJnAoaiim9YjhpuPjSS7n4rbcA6Orq4jM33cThl16CXstl/hxWcccQdhixXXfszTCEX32dmx1TWecLwOEHadz4ItsPhcnC0mbml8HRBqDQS9gXYObhLvbU7GfzrpfI7VL6cu1TcMgPhsvloiUY5MVWmHBfF8u/WMIF7ysg/PpqbvjAB0Z8fsOJx5ReMRjGMXl5efzxiSeo7+mhobubr/zrv1I0eTJHHQ7aOfbj7gb25MGRji5658zC0bOZ8mw3dIU4KHn4saK5VjfBhKVQXjaVdR0TCE/y4DhwlEU3fJySScK84kEGchxEM+abFBZOKidvb4jC6ndxzu0LiXQP11vTkKkYk5fBcBKQk5PDN779bXYeOkRTOMyOQ4dYdNpp5OXn4wN6glDS+zaP/Pb37G3NIb/bTWFVLWeWdNGJ9XQ5VaG7BCLhEMs8bVR1CsvOLsS9fwMtzW4mDZbdOAJyncLGHc24Zn8ed3g2OJz0Hnwr/RcyjDqm9EoGISLfEpFau5/8RhG5OmbbV0Vkj4jsFJF3jeU4DeOD6smTWb1pE0c7Oqjv6uKrH/8sk876HIvycjmjYCLb7v0lZUeVLY1WFFgzsNUH6nQTzptN9uICZrz7fLKzc/ntSxtwH62lrSObmccxFofTidvr7XsfLUvjBt7tUZbNC+Mu78QTySO3rJDSGUvT8B8wnGhOFaf8ePKh/FhVfxi7QkQWADcDC7GSip8TkTmqOt4/F8MJIjc3lw//5KeAlWTY3baLR+57gF1PvcDVM2HLYWu/F92wslKYv9yD96ibOkc+e9oPsTgcIOfM81m/9lV8DlL2qkbCYZwxtcuir4PAhjC8d5oXZ/g3hKt/Qfa+KiK5BePjKdAwgPHucE+G8SRQErEKuEdV/cB+EdmDlRP25tgOyzAecTqdFJTO5ztPPw1AR3MD5zS1cvn55yO+RrxvhXBPn4kn6xC7nnqdFROuYNO59XCkhgUFWbR3dXOEgRNHbB8Ut9dLMKbvCfQPN+7u7u577XNBoNuHo3QOODaSM68Ih9M8K41HThWn/HgSKHeIyIexokG/rKqtWG0xVsfsU8OxVhkGw4goKK2goLSCAw0NdHZ2krXnebo9BRQe2sWUhQs57HRxQ56bP77yFEcJs1UTP4XGlqyPFyZD4Q4Dmg8yG9znEcmqwekuGvF9GcaGU0FDyRjtWUSeE5EtCZZVwC+wGvUtxeqV9KPjOP/tIrJWRNY2mmxjQ4rk5+fjXvYeihZewsSrPsVZn/s0s5aex9GaQ5x14youKXNROEjEsPM4Sq+4RZiZDcXzlkLOF8CVhTtQDI7ja1pmGFuUU6P0SsZoKKp6WTL7icivgcfst7XA5JjN1Rxr9hd//ruAuwBWrFgx8mQBw6mNs4qZ51cx8/xLiPhr+PmdVVQc/hXBoIsmnw+310vA1kbCx1F6JahKpw8aWMbEsIKrhKC7Frdq0tn2hswh2g/lZCdjNJShEJGqmLfvBbbYrx8BbhYRr4hMB2ZjlUEyGE4YDm81d/z4p7zWEWR9bS3/86tfkRUTuQVWxMhgtccG46kweHMC4HIDHThqjhhhMo45FaK8xoVAAX4gIptF5B3gYuCLAKq6FbgXq1X4U8BnTYSXYSwpLinho7ffTl17O12q/N/dd3PBOefg9XiGbP+bCBEomLQS8IPfjWjz6AzaMOqcKmHD40KgqOqtqrpYVU9T1etU9UjMtu+q6kxVnauqT47lOA2GeG68+WaeeP11Nvv91LW3c8XVVzNt+vS+DpVRHAnaHncC7RtehJAHHL20d1cN2McwfjgVanmNC4FiMJwMFBQU8ODjj7Nl3z6aenv59x/+kEnV1QBE7O6ODqezz6x1JCQ8/9cthJr3wFuPUtxiHPLjFaOhGAyGUcPlcvGPX/4yOw8fpjMS4Yf/+79MmzEDh0hfgcneiDL18suIePNg3kQ4Y9YYj9pwvJjSKwaD4YQgInzqjjvYsncvbcEgh5qbufq668jKyqKy4gjumr2Qdx64TYrVeCWdGoqIXGmXmtojIncm2P4lEdkmIu+IyPMiMjVtNzIMGRM2bDAYLEpKSrj34YePrWhvhq3PwtIrx25QhhGTDv+IiDiBnwGXYyVyrxGRR1R1W8xuG4AVqtojIp8GfgC8Pw2XHxajoRgMmU5hKay4GVxFYz0Sw3GSRg3lTGCPqu5T1QBwD1YJqmPXUn1RVXvst6ux8vNOCEagGAwGwwkgTQJlElY36yjDlZv6GHDCol+NyctgMBhGmRQz5ctEZG3M+7vsSh8pISIfAlYAF6Z67PFiBIrBYDCMMtEoryRpUtUVg2xLqtyUiFwGfB240K7GfkIwAsVgMBhOAGnKMVkDzLZLTdVi9YP6QOwOIrIM+BVwpao2pOeyyWEEisFgMIwy6eqHoqohEbkDeBpwAr9T1a0i8m1grao+AvwnkAfcZ9ePO6Sq16Xh8sNiBIrBYDCcANJVVkVVnwCeiFv3jZjXSVVuHw2MQDEYDIZRxnRsNBgMBkNaSNEpP24xAsVgMBhGGaOhGAwGgyFtjPfS9MlgBIrBYDCMMkZDMRgMBkPaMALFYDAYDCMmxdIr45ZxIVBE5G/AXPttEdCmqktFZBqwHdhpb1utqp868SM0GAyGwVEgMNaDOAGMC4Giqn21/EXkR0B7zOa9qrr0hA/KYDAYUsBoKBmGWHUEbgIuGeuxGAwGQ7KcKk758dYP5XygXlV3x6ybLiIbRORlETl/rAZmMBgMQxFJchnPZIyGIiLPAZUJNn1dVaP9UG8B7o7ZdgSYoqrNInI68HcRWaiqHQnOfztwO8CUKVPSO3iDwWAYglNFQ8kYgTJcQTMRcQHXA6fHHOMH/PbrdSKyF5gDrI0/3m5QcxfAihUrNH0jNxgMhuExAiWzuAzYoao10RUiUg60qGpYRGYAs4F9YzVAg8FgSISp5ZV53Ex/cxfABcC3RSSIZX78lKq2nPCRGQwGwxAYk1eGoaq3JVj3APDAiR+NwWAwJI9JbDQYDAZD2jAaisFgMBhGjNFQDAaDwZAWTOkVg8FgMKQNo6EYDAaDYcSYKC+DwWAwpA0jUAwGg8EwYoxT3mAwGAxpw2goBoPBYBgxpvSKwWAwGNKCccobDAaDIW0YH4rBYDAYRozRUAwGg8GQFoxAMRgMBkPaMCYvg8FgMIwYE+VlMBgMhrRgTF4Gg8FgSBtGoBgMBoNhxJjSKwaDwWBIG6eChuIY6wHEIiI3ishWEYmIyIq4bV8VkT0islNE3hWz/kp73R4RufPEj9pgMBiGJuqUT2YZjuHmPBHxisjf7O1vici0dN3HcGSUQAG2ANcDr8SuFJEFwM3AQuBK4Oci4hQRJ/Az4CpgAXCLva/BYDBkDFGnfDLLUCQ5530MaFXVWcCPge+n6TaGJaMEiqpuV9WdCTatAu5RVb+q7gf2AGfayx5V3aeqAeAee1+DwWDIKCJJLsOQzJy3CviD/fp+4FIRkZHfwfCMFx/KJGB1zPsaex3A4bj1ZyU6gYjcDtxuv/WLyJZ0DzJNlAFNYz2IBJhxpUamjgsyd2yZOq65Iz1BBJ7utu4vGbJEZG3M+7tU9S779SSGn/P69lHVkIi0A6WcgP/tCRcoIvIcUJlg09dV9eHRuq79gdxlj2Gtqq4Y5pAxIVPHZsaVGpk6LsjcsWXyuEZ6DlW9Mh1jyXROuEBR1cuO47BaYHLM+2p7HUOsNxgMhpONoebC+H1qRMQFFALNJ2JwGeVDGYJHgJvt6IXpwGzgbWANMFtEpouIB8tx/8gYjtNgMBhGk2TmvEeAj9iv3we8oKp6IgaXUT4UEXkv8L9AOfC4iGxU1Xep6lYRuRfYBoSAz6pq2D7mDuBpwAn8TlW3JnGpu4bfZczI1LGZcaVGpo4LMndsZlzDYPtEBsx5IvJtYK2qPgL8FviTiOwBWrCEzglBTpDgMhgMBsNJzngxeRkMBoMhwzECxWAwGAxp4aQUKCLyOxFpiM01EZESEXlWRHbbf4vt9SIiP7HLFLwjIstHcVyTReRFEdlml5j5QiaMTUSyRORtEdlkj+vf7PXT7dINe+xSDh57/Qkt7WBXRdggIo9l2LgOiMhmEdkYDS0d68/SvlaRiNwvIjtEZLuIrBzrcYnIXPv/FF06ROQfx3pc9rW+aH/vt4jI3fbvISO+Y+MOVT3pFuACYDmwJWbdD4A77dd3At+3X18NPAkIcDbw1iiOqwpYbr/OB3ZhlU8Y07HZ58+zX7uBt+zr3QvcbK//JfBp+/VngF/ar28G/jbKn+eXgL8Cj9nvM2VcB4CyuHWZ8D37A/Bx+7UHKMqEccWMzwkcBaaO9biwkgD3A9kx363bMuU7Nt6WMR/AqN0YTKO/QNkJVNmvq4Cd9utfAbck2u8EjPFh4PJMGhuQA6zHyr5tAlz2+pXA0/brp4GV9muXvZ+M0niqgeeBS4DH7AlmzMdlX+MAAwXKmH6WWDkH++Pve6zHFTeWK4DXM2FcHMsqL7G/M48B78qU79h4W05Kk9cgTFDVI/bro8AE+3WiUgaTGGVsVXkZljYw5mOzzUobgQbgWWAv0KaqoQTX7lfaAYiWdhgN/hv4CsfKHJVmyLjAqvn3jIisE6u0D4z9ZzkdaAT+zzYT/kZEcjNgXLHcDNxtvx7TcalqLfBD4BBwBOs7s47M+Y6NK04lgdKHWo8XYxYvLSJ5wAPAP6pqR+y2sRqbqoZVdSmWRnAmMO9EjyEeEbkWaFDVdWM9lkE4T1WXY1V+/ayIXBC7cYw+SxeWufcXqroM6MYyJY31uACwfRHXAffFbxuLcdk+m1VYgngikItV0dxwHJxKAqVeRKoA7L8N9vpkShmkDRFxYwmTv6jqg5k0NgBVbQNexFLzi8Qq3RB/7b5xyeiWdjgXuE5EDmBVVb0E+J8MGBfQ93SLqjYAD2EJ4rH+LGuAGlV9y35/P5aAGetxRbkKWK+q9fb7sR7XZcB+VW1U1SDwINb3LiO+Y+ONU0mgxJYj+AiW/yK6/sN2VMnZQHuMCp5WRESwsli3q+p/ZcrYRKRcRIrs19lYfp3tWILlfYOMa9RLO6jqV1W1WlWnYZlJXlDVD471uABEJFdE8qOvsfwCWxjjz1JVjwKHRSRaIfdSrAoTY/79t7mFY+au6PXHclyHgLNFJMf+fUb/X2P+HRuXjLUTZzQWrC/sEawGaDVYDWdKsZy7u4HngBJ7X8FqWLMX2AysGMVxnYel0r8DbLSXq8d6bMBpwAZ7XFuAb9jrZ2DVTNuDZaLw2uuz7Pd77O0zTsBnehHHorzGfFz2GDbZy1asatmM9WdpX2spsNb+PP8OFGfIuHKxnuYLY9Zlwrj+Ddhhf/f/BHgz4Ts2HhdTesVgMBgMaeFUMnkZDAaDYRQxAsVgMBgMacEIFIPBYDCkBSNQDAaDwZAWjEAxGAwGQ1owAsVgMBgMacEIFIMBEJEZIvJbEbl/rMdiMIxXjEAxjHtEZJqI9NrFLaPrLhWRPyV7DlXdp6ofizuvisifY967RKRR7L4sxzHObLsXSEBEyo7nHAZDJuMafheDYVywV63illGWYGX/90NEFgP/X9zqj6pVjyuebmCRiGSrai9WSZrjridln2OpXZvMYDjpMBqKIeMRq8vl5fbrfxeR/03isCVApYi8IiKHROQyAFXdrKrXxi2JhEmUJ4Br7Nf96lDZmtEOEfmLWJ0R7xeRHHvbh+1Og5tS0ZQMhvGMESiG8cA3ga+LyAexesj8YxLHLAEaVfUC4AvAB4faWURKReSXwDIR+WrMpnuAm0UkC6vm2Vtxh84Ffq6q84EO4DMishD4F+ASVV1iX99gOOkxJi9DxqOqr9iVYL8EXKSq4aH2t1sElAI/sle5gbZhrtEMfCrB+nfsZmi3YGkr8RxW1dft138GPg/4gftUtck+R8tQ1zYYThaMhmLIeGy/RxUQUNXOJA6ZD2xS1WiXx9OwKskeL49gdfW7O8G2+Oqqptqq4ZTFCBRDRmM3XfoLVle9LhFJppveEqyy8lFOwyrlfrz8Dvg3Vd2cYNsUEVlpv/4A8BrwAnCjiJQCiEjJCK5tMIwbjEAxZCy2g/tB4Muquh34DpY/ZTiW0F+ALGIEGoqq1qjqTwbZvBOr/e92rL4jv1DVrcB3gZdFZBPwX4McazCcVJh+KIZxj+3jeExVF42H69phwyuiPhaD4WTBaCiGk4EwUBib2JiJRBMbsYIEIsPsbjCMO4yGYjAYDIa0YDQUg8FgMKQFI1AMBoPBkBaMQDEYDAZDWjACxWAwGAxpwQgUg8FgMKQFI1AMBoPBkBaMQDEYDAZDWjACxWAwGAxpwQgUg8FgMKSF/x9n4qPqH2797wAAAABJRU5ErkJggg==\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "for idx in np.arange(1, 4, 1):\n", " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", @@ -1489,8 +1241,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "23c5e0b2", + "execution_count": 139, + "id": "7218e9c5", "metadata": {}, "outputs": [], "source": [ @@ -1506,30 +1258,23 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "22de11d4", + "execution_count": 140, + "id": "9f87845d", "metadata": {}, - "outputs": [], - "source": [ - "# np.unique(rand['DDP{}_DELTA8_TIER'.format(idx)])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0f09a3b9", - "metadata": {}, - "outputs": [], - "source": [ - "#plt.scatter(rand['CARTESIAN_X'], rand['CARTESIAN_Y'], s='DDP1_'" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e0fce89b", - "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "for idx in np.arange(1, 2, 1):\n", " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", @@ -1566,10 +1311,33 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "8ef8abda", + "execution_count": 141, + "id": "7478d4fb", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "# Larger minimum redshift & Smaller maximum redshift. \n", "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", @@ -1585,8 +1353,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6c9a949e", + "execution_count": 142, + "id": "38c9bdec", "metadata": {}, "outputs": [], "source": [ @@ -1597,10 +1365,33 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "750df484", + "execution_count": 143, + "id": "d05b32bf", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", @@ -1617,7 +1408,7 @@ }, { "cell_type": "markdown", - "id": "b6fe1937", + "id": "83a4e974", "metadata": {}, "source": [ "# Done." @@ -1626,7 +1417,7 @@ { "cell_type": "code", "execution_count": null, - "id": "5a6d9502", + "id": "6964d660", "metadata": {}, "outputs": [], "source": [] diff --git a/findfile.py b/findfile.py index 15643901..1f99cabe 100644 --- a/findfile.py +++ b/findfile.py @@ -81,6 +81,10 @@ def findfile(ftype, dryrun=False, prefix=None, field=None, utier='{utier}', surv else: raise NotImplementedError() + # TODO: Re-add assert and test + #if field != None: + # assert field in fields + if dryrun: dryrun = '_dryrun' debug = True