svo_demo.ipynb

{
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  {
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   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The autoreload extension is already loaded. To reload it, use:\n",
      "  %reload_ext autoreload\n"
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     "data": {
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       "\n",
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       "        <a href=\"https://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"1927\">Loading BokehJS ...</span>\n",
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       "\n",
       "  var JS_MIME_TYPE = 'application/javascript';\n",
       "  var HTML_MIME_TYPE = 'text/html';\n",
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       "   */\n",
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       "    var script = document.createElement(\"script\");\n",
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       "\n",
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       "      cell.notebook.kernel.execute(cmd, {\n",
       "        iopub: {\n",
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       "\n",
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       "  // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
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       "    var events = require('base/js/events');\n",
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       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "     \"<div style='background-color: #fdd'>\\n\"+\n",
       "     \"<p>\\n\"+\n",
       "     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "     \"</p>\\n\"+\n",
       "     \"<ul>\\n\"+\n",
       "     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "     \"</ul>\\n\"+\n",
       "     \"<code>\\n\"+\n",
       "     \"from bokeh.resources import INLINE\\n\"+\n",
       "     \"output_notebook(resources=INLINE)\\n\"+\n",
       "     \"</code>\\n\"+\n",
       "     \"</div>\"}};\n",
       "\n",
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       "\n",
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       "    if (js_urls == null || js_urls.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    root._bokeh_is_loading = js_urls.length;\n",
       "    for (var i = 0; i < js_urls.length; i++) {\n",
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       "\n",
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       "      \n",
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       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-1.0.0.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-1.0.0.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.0.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.0.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.0.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.0.min.css\");\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
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       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (root._bokeh_is_loading === 0) {\n",
       "    console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(js_urls, function() {\n",
       "      console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(window));"
      ],
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Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded() {\n    var el = document.getElementById(\"1927\");\n    if (el != null) {\n      el.textContent = \"BokehJS is loading...\";\n    }\n    if (root.Bokeh !== undefined) {\n      if (el != null) {\n        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(display_loaded, 100)\n    }\n  }\n\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n    }\n    finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.info(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(js_urls, callback) {\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls == null || js_urls.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = js_urls.length;\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      var s = document.createElement('script');\n      s.src = url;\n      s.async = false;\n      s.onreadystatechange = s.onload = function() {\n        root._bokeh_is_loading--;\n        if (root._bokeh_is_loading === 0) {\n          console.log(\"Bokeh: all BokehJS libraries loaded\");\n          run_callbacks()\n        }\n      };\n      s.onerror = function() {\n        console.warn(\"failed to load library \" + url);\n      };\n      console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.getElementsByTagName(\"head\")[0].appendChild(s);\n    }\n  };var element = document.getElementById(\"1927\");\n  if (element == null) {\n    console.log(\"Bokeh: ERROR: autoload.js configured with elementid '1927' but no matching script tag was found. \")\n    return false;\n  }\n\n  var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.0.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.0.0.min.js\"];\n\n  var inline_js = [\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    \n    function(Bokeh) {\n      \n    },\n    function(Bokeh) {\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-1.0.0.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-1.0.0.min.css\");\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.0.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.0.min.css\");\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.0.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.0.min.css\");\n    }\n  ];\n\n  function run_inline_js() {\n    \n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n        inline_js[i].call(root, root.Bokeh);\n      }if (force === true) {\n        display_loaded();\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      var cell = $(document.getElementById(\"1927\")).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(js_urls, function() {\n      console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "from bokeh.io import output_notebook\n",
    "import numpy as np\n",
    "from pkg_resources import resource_filename\n",
    "output_notebook()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Introduction\n",
    "\n",
    "The [Spanish Virtual Observatory (SVO) Filter Profile Service](http://svo2.cab.inta-csic.es/theory/fps3/) is a great resource for homogenized photometric filter curves and metadata. With `svo_filters`, I tried to create a lightweight and flexible package to incorporate these filters into Python applications.\n",
    "\n",
    "Install in the usual fashion with\n",
    "\n",
    "```\n",
    "pip install svo_filters\n",
    "```\n",
    "\n",
    "or via Github with\n",
    "\n",
    "```\n",
    "git clone https://github.com/hover2pi/svo_filters.git\n",
    "cd svo_filters\n",
    "python setup.py install\n",
    "```\n",
    "\n",
    "Then import like so"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from svo_filters import svo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The actual filters are stored locally as XML files and can be viewed with"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "&lt;Table masked=True length=107&gt;\n",
       "<table id=\"table4419901312\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>Band</th><th>CalibrationReference</th><th>FWHM</th><th>Facility</th><th>FilterProfileService</th><th>MagSys</th><th>PhotCalID</th><th>PhotSystem</th><th>ProfileReference</th><th>WavelengthCen</th><th>WavelengthEff</th><th>WavelengthMax</th><th>WavelengthMean</th><th>WavelengthMin</th><th>WavelengthPeak</th><th>WavelengthPhot</th><th>WavelengthPivot</th><th>WavelengthUCD</th><th>WavelengthUnit</th><th>WidthEff</th><th>ZeroPoint</th><th>ZeroPointType</th><th>ZeroPointUnit</th><th>filterID</th><th>n_bins</th><th>n_pixels</th><th>path</th><th>pixels_per_bin</th><th>refs</th><th>wl_max</th><th>wl_min</th><th>Instrument</th><th>Comments</th><th>DetectorType</th></tr></thead>\n",
       "<thead><tr><th>str91</th><th>str86</th><th>float64</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>str91</th><th>str91</th><th>float64</th><th>str91</th><th>str91</th><th>str91</th><th>str91</th><th>float64</th><th>float64</th><th>str91</th><th>float64</th><th>str91</th><th>float64</th><th>float64</th><th>str91</th><th>str91</th><th>float64</th></tr></thead>\n",
       "<tr><td>2MASS.H</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C&amp;db_key=AST</td><td>0.26096</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.H/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html</td><td>1.64872</td><td>1.662</td><td>1.8231</td><td>1.662</td><td>1.47874</td><td>1.671</td><td>1.64238</td><td>1.64949</td><td>em.wl</td><td>um</td><td>0.25094</td><td>1.1113698753332439e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>2MASS/2MASS.H</td><td>1.0</td><td>58.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.H</td><td>58.0</td><td>[&apos;AST&apos;]</td><td>1.8231</td><td>1.47874</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>2MASS.J</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C</td><td>0.21491</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.J/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html#rsr</td><td>1.23906</td><td>1.235</td><td>1.4068</td><td>1.235</td><td>1.08065</td><td>1.326</td><td>1.23209</td><td>1.23931</td><td>em.wl</td><td>um</td><td>0.16241</td><td>3.133106119110296e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>2MASS/2MASS.J</td><td>1.0</td><td>107.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.J</td><td>107.0</td><td>[&apos;2003AJ....126.1090C&apos;]</td><td>1.4068</td><td>1.08065</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>2MASS.Ks</td><td>http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C</td><td>0.27846</td><td>2MASS</td><td>ivo://svo/fps</td><td>Vega</td><td>2MASS/2MASS.Ks/Vega</td><td>2MASS</td><td>http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html#rsr</td><td>2.1634</td><td>2.159</td><td>2.35524</td><td>2.159</td><td>1.95437</td><td>2.263</td><td>2.15577</td><td>2.16386</td><td>em.wl</td><td>um</td><td>0.26189</td><td>4.2885552489626795e-11</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>2MASS/2MASS.Ks</td><td>1.0</td><td>76.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.Ks</td><td>76.0</td><td>[&apos;2003AJ....126.1090C&apos;]</td><td>2.35524</td><td>1.95437</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>ACS_HRC.F435W</td><td>--</td><td>0.08852</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/ACS_HRC.F435W/Vega</td><td>ACS_HRC</td><td>http://www.stsci.edu/hst/acs/analysis/zeropoints</td><td>0.43573</td><td>0.43315</td><td>0.48613</td><td>0.43434</td><td>0.3599</td><td>0.47601</td><td>0.43506</td><td>0.43327</td><td>em.wl</td><td>um</td><td>0.07602</td><td>6.3846394495943405e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/ACS_HRC.F435W</td><td>1.0</td><td>2163.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/ACS_HRC.F435W</td><td>2163.0</td><td>[]</td><td>0.48613</td><td>0.3599</td><td>ACS</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>ACS_HRC.F555W</td><td>--</td><td>0.123</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/ACS_HRC.F555W/Vega</td><td>ACS_HRC</td><td>http://www.stsci.edu/hst/acs/analysis/zeropoints</td><td>0.54107</td><td>0.53271</td><td>0.62049</td><td>0.53919</td><td>0.45867</td><td>0.54998</td><td>0.53507</td><td>0.53798</td><td>em.wl</td><td>um</td><td>0.11018</td><td>3.82955756705008e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/ACS_HRC.F555W</td><td>1.0</td><td>2833.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/ACS_HRC.F555W</td><td>2833.0</td><td>[]</td><td>0.62049</td><td>0.45867</td><td>ACS</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>ACS_HRC.F658N</td><td>--</td><td>0.0072</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/ACS_HRC.F658N/Vega</td><td>ACS_HRC</td><td>http://www.stsci.edu/hst/acs/analysis/zeropoints</td><td>0.6584</td><td>0.65861</td><td>0.66594</td><td>0.6584</td><td>0.65099</td><td>0.6592</td><td>0.65862</td><td>0.6584</td><td>em.wl</td><td>um</td><td>0.00747</td><td>1.7755279808560669e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/ACS_HRC.F658N</td><td>1.0</td><td>189.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/ACS_HRC.F658N</td><td>189.0</td><td>[]</td><td>0.66594</td><td>0.65099</td><td>ACS</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>ACS_HRC.F775W</td><td>--</td><td>0.15151</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/ACS_HRC.F775W/Vega</td><td>ACS_HRC</td><td>http://www.stsci.edu/hst/acs/analysis/zeropoints</td><td>0.77574</td><td>0.76246</td><td>0.86307</td><td>0.77022</td><td>0.68014</td><td>0.73803</td><td>0.76489</td><td>0.76897</td><td>em.wl</td><td>um</td><td>0.12992</td><td>1.3016053164718504e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/ACS_HRC.F775W</td><td>1.0</td><td>2784.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/ACS_HRC.F775W</td><td>2784.0</td><td>[]</td><td>0.86307</td><td>0.68014</td><td>ACS</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>ACS_HRC.F850LP</td><td>--</td><td>0.15317</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/ACS_HRC.F850LP/Vega</td><td>ACS_HRC</td><td>http://www.stsci.edu/hst/acs/analysis/zeropoints</td><td>0.91103</td><td>0.91184</td><td>1.09465</td><td>0.91944</td><td>0.80151</td><td>0.90096</td><td>0.915</td><td>0.91778</td><td>em.wl</td><td>um</td><td>0.1552</td><td>8.05183794111089e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/ACS_HRC.F850LP</td><td>1.0</td><td>3105.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/ACS_HRC.F850LP</td><td>3105.0</td><td>[]</td><td>1.09465</td><td>0.80151</td><td>ACS</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>Cousins.I</td><td>--</td><td>0.10937</td><td>--</td><td>ivo://svo/fps</td><td>Vega</td><td>Generic/Cousins.I/Vega</td><td>Cousins</td><td>http://ulisse.pd.astro.it/Astro/ADPS/Systems/Sys_093/index_093.html</td><td>0.78694</td><td>0.78292</td><td>0.90006</td><td>0.78856</td><td>0.70665</td><td>0.765</td><td>0.78468</td><td>0.78764</td><td>em.wl</td><td>um</td><td>0.10111</td><td>1.2023352736450864e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>Generic/Cousins.I</td><td>1.0</td><td>43.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/Cousins.I</td><td>43.0</td><td>[]</td><td>0.90006</td><td>0.70665</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>Cousins.R</td><td>--</td><td>0.15165</td><td>--</td><td>ivo://svo/fps</td><td>Vega</td><td>Generic/Cousins.R/Vega</td><td>Cousins</td><td>http://ulisse.pd.astro.it/Astro/ADPS/Systems/Sys_093/index_093.html</td><td>0.64718</td><td>0.6358</td><td>0.795</td><td>0.64694</td><td>0.55</td><td>0.6</td><td>0.63931</td><td>0.64509</td><td>em.wl</td><td>um</td><td>0.13811</td><td>2.2455983575940744e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>Generic/Cousins.R</td><td>1.0</td><td>53.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/Cousins.R</td><td>53.0</td><td>[]</td><td>0.795</td><td>0.55</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>WFC3_UVIS2.F850LP</td><td>--</td><td>0.1168</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFC3_UVIS2.F850LP/Vega</td><td>WFC3</td><td>http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/</td><td>0.90823</td><td>0.91246</td><td>1.09224</td><td>0.91781</td><td>0.82505</td><td>0.88218</td><td>0.91474</td><td>0.9166</td><td>em.wl</td><td>um</td><td>0.1182</td><td>8.068639909681385e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFC3_UVIS2.F850LP</td><td>1.0</td><td>1711.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_UVIS2.F850LP</td><td>1711.0</td><td>[]</td><td>1.09224</td><td>0.82505</td><td>WFC3</td><td>/&gt;</td><td>--</td></tr>\n",
       "<tr><td>WFPC2.F336W</td><td>--</td><td>0.04909</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFPC2.f336w/Vega</td><td>--</td><td>http://www.stsci.edu/hst/wfpc2/analysis/filters.html</td><td>0.33271</td><td>0.33293</td><td>0.37903</td><td>0.33355</td><td>0.29565</td><td>0.3448</td><td>0.33368</td><td>0.33317</td><td>em.wl</td><td>um</td><td>0.04924</td><td>3.291718270769144e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFPC2.f336w</td><td>1.0</td><td>404.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFPC2.F336W</td><td>404.0</td><td>[]</td><td>0.37903</td><td>0.29565</td><td>WFPC2</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>WFPC2.F439W</td><td>--</td><td>0.07058</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFPC2.f439w/Vega</td><td>--</td><td>http://www.stsci.edu/hst/wfpc2/analysis/filters.html</td><td>0.43175</td><td>0.42913</td><td>0.47581</td><td>0.43061</td><td>0.38935</td><td>0.4176</td><td>0.43003</td><td>0.43015</td><td>em.wl</td><td>um</td><td>0.061</td><td>6.7906234368351585e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFPC2.f439w</td><td>1.0</td><td>420.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFPC2.F439W</td><td>420.0</td><td>[]</td><td>0.47581</td><td>0.38935</td><td>WFPC2</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>WFPC2.F656N</td><td>--</td><td>0.00285</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFPC2.f656n/Vega</td><td>--</td><td>http://www.stsci.edu/hst/wfpc2/analysis/filters.html</td><td>0.65641</td><td>0.65637</td><td>0.65874</td><td>0.65638</td><td>0.65384</td><td>0.6562</td><td>0.65637</td><td>0.65638</td><td>em.wl</td><td>um</td><td>0.00283</td><td>1.5071375295016861e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFPC2.f656n</td><td>1.0</td><td>26.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFPC2.F656N</td><td>26.0</td><td>[]</td><td>0.65874</td><td>0.65384</td><td>WFPC2</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>WFPC2.F814W</td><td>--</td><td>0.25562</td><td>HST</td><td>ivo://svo/fps</td><td>Vega</td><td>HST/WFPC2.f814w/Vega</td><td>--</td><td>http://www.stsci.edu/hst/wfpc2/analysis/filters.html</td><td>0.83589</td><td>0.81864</td><td>1.00426</td><td>0.83695</td><td>0.69476</td><td>0.8386</td><td>0.82544</td><td>0.83357</td><td>em.wl</td><td>um</td><td>0.2501</td><td>1.0611475122615156e-09</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>HST/WFPC2.f814w</td><td>1.0</td><td>1513.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFPC2.F814W</td><td>1513.0</td><td>[]</td><td>1.00426</td><td>0.69476</td><td>WFPC2</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>Wircam.Y</td><td>--</td><td>0.11053</td><td>CFHT</td><td>ivo://svo/fps</td><td>Vega</td><td>CFHT/Wircam.Y/Vega</td><td>Wircam</td><td>http://cfht.hawaii.edu/Instruments/Filters/wircam.html</td><td>1.02535</td><td>1.02213</td><td>1.1134</td><td>1.02588</td><td>0.9386</td><td>1.0322</td><td>1.02328</td><td>1.0253</td><td>em.wl</td><td>um</td><td>0.10842</td><td>5.949435587748138e-10</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>CFHT/Wircam.Y</td><td>1.0</td><td>875.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/Wircam.Y</td><td>875.0</td><td>[]</td><td>1.1134</td><td>0.9386</td><td>Wircam</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>WISE.W1</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>0.63579</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W1/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>3.46552</td><td>3.3526</td><td>3.87239</td><td>3.3526</td><td>2.7541</td><td>3.48</td><td>3.3387</td><td>3.3897</td><td>em.wl</td><td>um</td><td>0.66264</td><td>8.256082039570161e-12</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>WISE/WISE.W1</td><td>1.0</td><td>141.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W1</td><td>141.0</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>3.87239</td><td>2.7541</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>WISE.W2</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>1.10732</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W2/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>4.6443</td><td>4.6028</td><td>5.34136</td><td>4.6028</td><td>3.96333</td><td>4.93</td><td>4.58694</td><td>4.64064</td><td>em.wl</td><td>um</td><td>1.04227</td><td>2.4308982979229142e-12</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>WISE/WISE.W2</td><td>1.0</td><td>168.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W2</td><td>168.0</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>5.34136</td><td>3.96333</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>WISE.W3</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>6.2758</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W3/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>13.21564</td><td>11.5608</td><td>17.26134</td><td>11.5608</td><td>7.44304</td><td>14.46</td><td>11.30813</td><td>12.56755</td><td>em.wl</td><td>um</td><td>5.50557</td><td>7.104734271598481e-14</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>WISE/WISE.W3</td><td>1.0</td><td>1122.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W3</td><td>1122.0</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>17.26134</td><td>7.44304</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "<tr><td>WISE.W4</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif</td><td>4.73973</td><td>WISE</td><td>ivo://svo/fps</td><td>Vega</td><td>WISE/WISE.W4/Vega</td><td>WISE</td><td>http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/sec4_3g.html#WISEZMA</td><td>22.22288</td><td>22.0883</td><td>27.91072</td><td>22.0883</td><td>19.52008</td><td>21.62</td><td>22.02311</td><td>22.31427</td><td>em.wl</td><td>um</td><td>4.10168</td><td>5.138758584844504e-15</td><td>Pogson</td><td>erg / (Angstrom cm2 s)</td><td>WISE/WISE.W4</td><td>1.0</td><td>897.0</td><td>/Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WISE.W4</td><td>897.0</td><td>[&apos;http://wise2.ipac.caltech.edu/docs/release/prelim/expsup/figures/sec4_3gt4.gif&apos;]</td><td>27.91072</td><td>19.52008</td><td>--</td><td>--</td><td>--</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<Table masked=True length=107>\n",
       "       Band       ... DetectorType\n",
       "      str91       ...   float64   \n",
       "----------------- ... ------------\n",
       "          2MASS.H ...           --\n",
       "          2MASS.J ...           --\n",
       "         2MASS.Ks ...           --\n",
       "    ACS_HRC.F435W ...           --\n",
       "    ACS_HRC.F555W ...           --\n",
       "    ACS_HRC.F658N ...           --\n",
       "    ACS_HRC.F775W ...           --\n",
       "   ACS_HRC.F850LP ...           --\n",
       "        Cousins.I ...           --\n",
       "        Cousins.R ...           --\n",
       "              ... ...          ...\n",
       "WFC3_UVIS2.F850LP ...           --\n",
       "      WFPC2.F336W ...           --\n",
       "      WFPC2.F439W ...           --\n",
       "      WFPC2.F656N ...           --\n",
       "      WFPC2.F814W ...           --\n",
       "         Wircam.Y ...           --\n",
       "          WISE.W1 ...           --\n",
       "          WISE.W2 ...           --\n",
       "          WISE.W3 ...           --\n",
       "          WISE.W4 ...           --"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "svo.filters()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load a Photometric Filter"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To load a filter object, just pass the band name to the `Filter` class. We can then view the metadata and see a plot!"
   ]
  },
  {
   "cell_type": "code",
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     "text": [
      "     Attributes                                              Values                                        \n",
      "-------------------- --------------------------------------------------------------------------------------\n",
      "                Band H                                                                                     \n",
      "CalibrationReference http://adsabs.harvard.edu/cgi-bin/nph-bib_query?bibcode=2003AJ....126.1090C&db_key=AST\n",
      "            Facility 2MASS                                                                                 \n",
      "FilterProfileService ivo://svo/fps                                                                         \n",
      "              MagSys Vega                                                                                  \n",
      "           PhotCalID 2MASS/2MASS.H/Vega                                                                    \n",
      "          PhotSystem 2MASS                                                                                 \n",
      "    ProfileReference http://www.ipac.caltech.edu/2mass/releases/allsky/doc/sec6_4a.html                    \n",
      "          ext_vector 0.327                                                                                 \n",
      "            filterID 2MASS/2MASS.H                                                                         \n",
      "                fwhm 0.26096 um                                                                            \n",
      "              n_bins 1                                                                                     \n",
      "                name 2MASS.H                                                                               \n",
      "                path /Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/2MASS.H     \n",
      "      pixels_per_bin 58                                                                                    \n",
      "                refs ['AST']                                                                               \n",
      "         wave_center 1.64872 um                                                                            \n",
      "            wave_eff 1.662 um                                                                              \n",
      "            wave_max 1.8231 um                                                                             \n",
      "           wave_mean 1.662 um                                                                              \n",
      "            wave_min 1.47874 um                                                                            \n",
      "           wave_peak 1.671 um                                                                              \n",
      "           wave_phot 1.64238 um                                                                            \n",
      "          wave_pivot 1.64949 um                                                                            \n",
      "           width_eff 0.25094 um                                                                            \n",
      "                  zp 1.1113698753332439e-10 erg / (Angstrom cm2 s)                                         \n"
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   ],
   "source": [
    "H_band = svo.Filter('2MASS.H')\n",
    "H_band.info()\n",
    "H_band.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The actual relative spectral response curve is stored as an array of the wavelength and throughput."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2, 58)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
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   ],
   "source": [
    "H_band.rsr.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load a Grism"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Filters can also be binned arbitrarily, for use with grisms. We can pass integers to the `n_bins` or `n_channels` arguments to specify the number of wavelength bins or channels per bin, respectively."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bandpass trimmed to 1.04039 um - 1.77466 um\n",
      "15 bins of 634 pixels each.\n",
      "     Attributes                                              Values                                        \n",
      "-------------------- --------------------------------------------------------------------------------------\n",
      "            Comments />                                                                                    \n",
      "            Facility HST                                                                                   \n",
      "FilterProfileService ivo://svo/fps                                                                         \n",
      "          Instrument WFC3                                                                                  \n",
      "              MagSys Vega                                                                                  \n",
      "           PhotCalID HST/WFC3_IR.G141/Vega                                                                 \n",
      "          PhotSystem WFC3                                                                                  \n",
      "    ProfileReference http://www.stsci.edu/hst/wfc3/documents/handbooks/currentIHB/                         \n",
      "          ext_vector 0                                                                                     \n",
      "            filterID HST/WFC3_IR.G141                                                                      \n",
      "                fwhm 0.57288 um                                                                            \n",
      "              n_bins 15                                                                                    \n",
      "                name WFC3_IR.G141                                                                          \n",
      "                path /Users/jfilippazzo/Documents/Modules/svo_filters/svo_filters/data/filters/WFC3_IR.G141\n",
      "      pixels_per_bin 634                                                                                   \n",
      "                refs []                                                                                    \n",
      "         wave_center 1.38902 um                                                                            \n",
      "            wave_eff 1.32829 um                                                                            \n",
      "            wave_max 1.77466 um                                                                            \n",
      "           wave_mean 1.39879 um                                                                            \n",
      "            wave_min 1.04039 um                                                                            \n",
      "           wave_peak 1.48039 um                                                                            \n",
      "           wave_phot 1.3481 um                                                                             \n",
      "          wave_pivot 1.38869 um                                                                            \n",
      "           width_eff 0.52172 um                                                                            \n",
      "                  zp 2.2612502006498423e-10 erg / (Angstrom cm2 s)                                         \n"
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       "\n",
       "\n",
       "\n",
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     },
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     "output_type": "display_data"
    },
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\",\"dtype\":\"float32\",\"shape\":[9512]},\"y\":{\"__ndarray__\":\"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[um]\",\"formatter\":{\"id\":\"5669\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"5293\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"5304\",\"type\":\"BasicTicker\"}},\"id\":\"5303\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"5393\",\"type\":\"ColumnDataSource\"}},\"id\":\"5397\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"#2ca02c\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5344\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"5693\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5683\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"5680\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"5364\",\"type\":\"Line\"},{\"attributes\":{\"source\":{\"id\":\"5403\",\"type\":\"ColumnDataSource\"}},\"id\":\"5407\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"5383\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"5384\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"5385\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"5387\",\"type\":\"CDSView\"}},\"id\":\"5386\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"5321\",\"type\":\"BoxAnnotation\"}},\"id\":\"5315\",\"type\":\"BoxZoomTool\"}],\"root_ids\":[\"5293\"]},\"title\":\"Bokeh Application\",\"version\":\"1.0.0\"}};\n",
       "  var render_items = [{\"docid\":\"97e8eacf-fd3a-4771-8bde-765430bf4320\",\"roots\":{\"5293\":\"92ffba6a-36a5-417c-b917-6e5739ee5aeb\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "5293"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "G141 = svo.Filter('WFC3_IR.G141', n_bins=15)\n",
    "G141.info()\n",
    "G141.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can apply the filter to a spectrum like so:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bandpass trimmed to 1.04039 um - 1.77466 um\n",
      "15 bins of 634 pixels each.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"8561314b-cba5-4994-b549-45a41518da02\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = 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\",\"dtype\":\"float64\",\"shape\":[634]}},\"selected\":{\"id\":\"7113\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"7114\",\"type\":\"UnionRenderers\"}},\"id\":\"6725\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"7099\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"6652\",\"type\":\"PanTool\"},{\"attributes\":{\"data_source\":{\"id\":\"6720\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6721\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6722\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"6724\",\"type\":\"CDSView\"}},\"id\":\"6723\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6741\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6711\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6687\",\"type\":\"Line\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"6632\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"6648\",\"type\":\"BasicTicker\"}},\"id\":\"6651\",\"type\":\"Grid\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6692\",\"type\":\"Line\"},{\"attributes\":{\"line_color\":\"#2ca02c\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6721\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7111\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"7103\",\"type\":\"Selection\"},{\"attributes\":{\"line_color\":\"#2ca02c\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6736\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"7123\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null},\"id\":\"6634\",\"type\":\"DataRange1d\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"6696\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"6710\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"6711\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"6712\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"6714\",\"type\":\"CDSView\"}},\"id\":\"6713\",\"type\":\"GlyphRenderer\"}],\"root_ids\":[\"6632\"]},\"title\":\"Bokeh Application\",\"version\":\"1.0.0\"}};\n",
       "  var render_items = [{\"docid\":\"86e470d7-7bbb-4a29-88df-d9fe87c3135b\",\"roots\":{\"6632\":\"8561314b-cba5-4994-b549-45a41518da02\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "6632"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Get the filter object\n",
    "G141 = svo.Filter('WFC3_IR.G141', n_bins=15)\n",
    "\n",
    "# Get a spectrum\n",
    "file = resource_filename('svo_filters', 'data/spectra/vega.txt')\n",
    "spec = np.genfromtxt(file, unpack=True)\n",
    "spec = [i[(spec[0] > 0.9) & (spec[0] < 1.9)] for i in spec]\n",
    "\n",
    "# Applyt the filter\n",
    "filtered = G141.apply(spec, plot=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Filters are fun!"
   ]
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Astroconda",
   "language": "python",
   "name": "astroconda_kernel"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}