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DougBurke/bg.reg

Last active September 10, 2021 13:45
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notebooks for sherpa/sherpa#1246
Raw
bg.reg
annulus(3147.6844,4519.83,73.123398,146.2468)
-circle(3036.4982,4611.592,18.016347)
-circle(3199.2587,4600.8753,11.875275)
-box(3148.8565,4415.5092,228.06552,49.230003,0)
Raw
gistfile1.txt
The same notebook run with the main branch (`old`) and #1246 (`new`)
showing the issue that is fixed.
Note that re-creating the original filter from
notice2d('src.reg')
notice2d('bg.reg')
orig = get_filter()
with
notice2d()
notice2d(orig)
fails with main (it filters out everything) but works with #1246
Also of note is that it appears that the same data has been selected
in both cases (as the `calc_stat_info` returns the same number of
points and the same statistic value), it's just that the filter
specification is wrong.
Raw
src.reg
circle(3145.9471,4520.7031,15.800277)
Display the source blob
Display the rendered blob
Raw
test-new.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "c187b4fd-4e4b-4cb5-94d6-fb3d6580bc17",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"WARNING: imaging routines will not be available, \n",
"failed to import sherpa.image.ds9_backend due to \n",
"'RuntimeErr: DS9Win unusable: Could not find xpaget on your PATH'\n",
"WARNING: failed to import sherpa.astro.xspec; XSPEC models will not be available\n"
]
}
],
"source": [
"from sherpa.astro.ui import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "200063bb-bb74-48bf-8bfc-10dae0148d82",
"metadata": {},
"outputs": [],
"source": [
"load_image('acisf08478_000N001_r0043_regevt3_srcimg.fits')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "f06f5702-2fc5-4474-963c-9342d986ca66",
"metadata": {},
"outputs": [],
"source": [
"set_coord('physical')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9a8add70-129b-4ecb-93e9-8259a8f942dc",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<style>/*\n",
"Copyright (C) 2020 Smithsonian Astrophysical Observatory\n",
"\n",
"\n",
" This program is free software; you can redistribute it and/or modify\n",
" it under the terms of the GNU General Public License as published by\n",
" the Free Software Foundation; either version 3 of the License, or\n",
" (at your option) any later version.\n",
"\n",
" This program is distributed in the hope that it will be useful,\n",
" but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
" MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n",
" GNU General Public License for more details.\n",
"\n",
" You should have received a copy of the GNU General Public License along\n",
" with this program; if not, write to the Free Software Foundation, Inc.,\n",
" 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.\n",
"\n",
"*/\n",
"\n",
":root {\n",
" --sherpa-border-color: var(--jp-border-color2, #e0e0e0);\n",
" --sherpa-background-color: var(--jp-layout-color0, white);\n",
" --sherpa-background-color-row-even: var(--jp-layout-color1, white);\n",
" --sherpa-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
"\n",
" /* https://medium.com/ge-design/iot-cool-gray-is-a-great-background-color-for-data-visualization-ebf18c318418 */\n",
" --sherpa-background-color-dark1: #EBEFF2;\n",
" --sherpa-background-color-dark2: #D8E0E5;\n",
"}\n",
"\n",
"div.sherpa-text-fallback {\n",
" display: none;\n",
"}\n",
"\n",
"div.sherpa {\n",
" display: block;\n",
"}\n",
"\n",
"div.sherpa details summary {\n",
" display: list-item; /* needed for notebook, not lab */\n",
" font-size: larger;\n",
"}\n",
"\n",
"div.sherpa details div.datavals {\n",
" display: grid;\n",
" grid-template-columns: 1fr 3fr;\n",
" column-gap: 0.5em;\n",
"}\n",
"\n",
"div.sherpa div.dataname {\n",
" font-weight: bold;\n",
" border-right: 1px solid var(--sherpa-border-color);\n",
"}\n",
"\n",
"div.sherpa div.dataval { }\n",
"\n",
"div.sherpa div.datavals div:nth-child(4n + 1) ,\n",
"div.sherpa div.datavals div:nth-child(4n + 2) {\n",
" background: var(--sherpa-background-color-row-odd);\n",
"}\n",
"\n",
"div.sherpa table.model tbody {\n",
" border-bottom: 1px solid var(--sherpa-border-color);\n",
"}\n",
"\n",
"div.sherpa table.model tr.block {\n",
" border-top: 1px solid var(--sherpa-border-color);\n",
"}\n",
"\n",
"div.sherpa table.model th.model-odd ,\n",
"div.sherpa table.model th.model-even {\n",
" border-right: 1px solid var(--sherpa-border-color);\n",
"}\n",
"\n",
"div.sherpa table.model th.model-odd {\n",
" background: var(--sherpa-background-color-dark1);\n",
"}\n",
"\n",
"div.sherpa table.model th.model-even {\n",
" background: var(--sherpa-background-color-dark2);\n",
"}\n",
"\n",
"div.sherpa .failed {\n",
" background: orange;\n",
" font-size: large;\n",
" padding: 1em;\n",
"}\n",
"</style><div class=\"sherpa-text-fallback\">&lt;DataIMG data set instance &#x27;acisf08478_000N001_r0043_regevt3_srcimg.fits&#x27;&gt;</div><div hidden class=\"sherpa\"><details open><summary>DataIMG Plot</summary><svg height=\"288pt\" version=\"1.1\" viewBox=\"0 0 432 288\" width=\"432pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
" <metadata>\n",
" <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n",
" <cc:Work>\n",
" <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n",
" <dc:date>2021-09-10T09:18:20.874095</dc:date>\n",
" <dc:format>image/svg+xml</dc:format>\n",
" <dc:creator>\n",
" <cc:Agent>\n",
" <dc:title>Matplotlib v3.4.2, https://matplotlib.org/</dc:title>\n",
" </cc:Agent>\n",
" </dc:creator>\n",
" </cc:Work>\n",
" </rdf:RDF>\n",
" </metadata>\n",
" <defs>\n",
" <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n",
" </defs>\n",
" <g id=\"figure_1\">\n",
" <g id=\"patch_1\">\n",
" <path d=\"M 0 288 \n",
"L 432 288 \n",
"L 432 0 \n",
"L 0 0 \n",
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"\" style=\"fill:none;\"/>\n",
" </g>\n",
" <g id=\"axes_1\">\n",
" <g id=\"patch_2\">\n",
" <path d=\"M 102.315911 252 \n",
"L 321.84 252 \n",
"L 321.84 34.56 \n",
"L 102.315911 34.56 \n",
"z\n",
"\" style=\"fill:#ffffff;\"/>\n",
" </g>\n",
" <g clip-path=\"url(#p5d1b150575)\">\n",
" <image height=\"218\" id=\"imaged1a576e5f3\" transform=\"scale(1 -1)translate(0 -218)\" width=\"220\" x=\"102.315911\" xlink:href=\"data:image/png;base64,\n",
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"</details><details><summary>Coordinates: physical (3)</summary><div class=\"datavals\"><div class=\"dataname\">Center pixel (logical)</div><div class=\"dataval\">[0.5 0.5]</div><div class=\"dataname\">Center pixel (physical)</div><div class=\"dataval\">[2986.840088 4362.660156]</div><div class=\"dataname\">Pixel size</div><div class=\"dataval\">[1. 1.]</div></div></details><details><summary>Coordinates: world (6)</summary><div class=\"datavals\"><div class=\"dataname\">Center pixel (physical)</div><div class=\"dataval\">[4096.5 4096.5]</div><div class=\"dataname\">Center pixel (world)</div><div class=\"dataval\">[149.885332 2.607949]</div><div class=\"dataname\">Pixel size</div><div class=\"dataval\">[-0.000137 0.000137]</div><div class=\"dataname\">Rotation</div><div class=\"dataval\">0.0</div><div class=\"dataname\">Epoch</div><div class=\"dataval\">2000.0</div><div class=\"dataname\">Equinox</div><div class=\"dataval\">2000.0</div></div></details><details><summary>Metadata (6)</summary><div class=\"datavals\"><div class=\"dataname\">Mission or Satellite</div><div class=\"dataval\">CHANDRA</div><div class=\"dataname\">Instrument or Detector</div><div class=\"dataval\">ACIS</div><div class=\"dataname\">Object</div><div class=\"dataval\">CSC</div><div class=\"dataname\">Exposure time</div><div class=\"dataval\">17990.077192133</div><div class=\"dataname\">Observation date</div><div class=\"dataval\">2006-11-24T10:18:51</div><div class=\"dataname\">Program that created the image</div><div class=\"dataval\">destreak - CAT3.0.2</div></div></details></div>"
],
"text/plain": [
"<DataIMG data set instance 'acisf08478_000N001_r0043_regevt3_srcimg.fits'>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"get_data()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "39cdae12-0f22-4463-b00b-dc368a779502",
"metadata": {},
"outputs": [],
"source": [
"set_stat('cash')\n",
"set_source(const2d.bgnd)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "ececb828-eb92-4c6f-a3cc-2b30a7798945",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dataset = 1\n",
"Statistic = cash\n",
"Fit statistic value = 197816\n",
"Data points = 98908\n",
"Degrees of freedom = 98907\n"
]
}
],
"source": [
"calc_stat_info() # what to see the number of points"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "cf72ee57-11ed-4a12-959f-e756668e5d5e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"circle(3145.9471,4520.7031,15.800277)\n"
]
}
],
"source": [
"!cat src.reg"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "df8ea378-dda6-4528-8b91-109451b88822",
"metadata": {},
"outputs": [],
"source": [
"notice2d('src.reg')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "4e544d28-9409-481c-a1a4-6bf529e959d6",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Circle(3145.95,4520.7,15.8003)'"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"get_filter()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "a81b3643-52f4-48f2-ac8d-74e83df4fb7c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dataset = 1\n",
"Statistic = cash\n",
"Fit statistic value = 1578\n",
"Data points = 789\n",
"Degrees of freedom = 788\n"
]
}
],
"source": [
"calc_stat_info()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "718667d9-d9f3-46ba-8a68-888b441d549b",
"metadata": {},
"outputs": [
{
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"text/plain": [
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"output_type": "stream",
"text": [
"annulus(3147.6844,4519.83,73.123398,146.2468)\n",
"-circle(3036.4982,4611.592,18.016347)\n",
"-circle(3199.2587,4600.8753,11.875275)\n",
"-box(3148.8565,4415.5092,228.06552,49.230003,0)\n"
]
}
],
"source": [
"!cat bg.reg"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "48c85f84-f803-4f01-8c04-a05cd2b0a9fc",
"metadata": {},
"outputs": [],
"source": [
"notice2d('bg.reg')"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "6385fc07-7c77-40c2-bf2a-edebbdc2d2a4",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Circle(3145.95,4520.7,15.8003)|Annulus(3147.68,4519.83,73.1234,146.247)&!Circle(3036.5,4611.59,18.0163)&!Circle(3199.26,4600.88,11.8753)&!Box(3148.86,4415.51,228.066,49.23)'"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"orig = get_filter()\n",
"\n",
"orig"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "382e8e7b-249f-40bd-96bd-bed5633e81ed",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dataset = 1\n",
"Statistic = cash\n",
"Fit statistic value = 80898\n",
"Data points = 40449\n",
"Degrees of freedom = 40448\n"
]
}
],
"source": [
"calc_stat_info() # Is the number of points >> 789"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "6165efcb-ed80-402a-81a3-c9ce4fc36ca1",
"metadata": {},
"outputs": [
{
"data": {
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"\n",
" This program is distributed in the hope that it will be useful,\n",
" but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
" MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n",
" GNU General Public License for more details.\n",
"\n",
" You should have received a copy of the GNU General Public License along\n",
" with this program; if not, write to the Free Software Foundation, Inc.,\n",
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\" y=\"-34\"/>\n",
" </g>\n",
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{
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{
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{
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\" y=\"-34\"/>\n",
" </g>\n",
" <g id=\"matplotlib.axis_1\">\n",
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"</details><details><summary>Coordinates: physical (3)</summary><div class=\"datavals\"><div class=\"dataname\">Center pixel (logical)</div><div class=\"dataval\">[0.5 0.5]</div><div class=\"dataname\">Center pixel (physical)</div><div class=\"dataval\">[2986.840088 4362.660156]</div><div class=\"dataname\">Pixel size</div><div class=\"dataval\">[1. 1.]</div></div></details><details><summary>Coordinates: world (6)</summary><div class=\"datavals\"><div class=\"dataname\">Center pixel (physical)</div><div class=\"dataval\">[4096.5 4096.5]</div><div class=\"dataname\">Center pixel (world)</div><div class=\"dataval\">[149.885332 2.607949]</div><div class=\"dataname\">Pixel size</div><div class=\"dataval\">[-0.000137 0.000137]</div><div class=\"dataname\">Rotation</div><div class=\"dataval\">0.0</div><div class=\"dataname\">Epoch</div><div class=\"dataval\">2000.0</div><div class=\"dataname\">Equinox</div><div class=\"dataval\">2000.0</div></div></details><details><summary>Metadata (6)</summary><div class=\"datavals\"><div class=\"dataname\">Mission or Satellite</div><div class=\"dataval\">CHANDRA</div><div class=\"dataname\">Instrument or Detector</div><div class=\"dataval\">ACIS</div><div class=\"dataname\">Object</div><div class=\"dataval\">CSC</div><div class=\"dataname\">Exposure time</div><div class=\"dataval\">17990.077192133</div><div class=\"dataname\">Observation date</div><div class=\"dataval\">2006-11-24T10:18:51</div><div class=\"dataname\">Program that created the image</div><div class=\"dataval\">destreak - CAT3.0.2</div></div></details></div>"
],
"text/plain": [
"<DataIMG data set instance 'acisf08478_000N001_r0043_regevt3_srcimg.fits'>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
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"source": [
"get_data()"
]
},
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@DougBurke
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Unfortunately the get_data() calls, which generate matplotlib image plots, are not shown here, but they show the expected behavior of the filters.

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