{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Computing Thermal Flux\n", "\n", "Computing thermal flux is pretty much the same deal as the reflected light. There are just a couple tweaks we will have to make in order to make sure we have the full set of info. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
\n", " \n", " Loading BokehJS ...\n", "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "\n", "(function(root) {\n", " function now() {\n", " return new Date();\n", " }\n", "\n", " var force = true;\n", "\n", " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", " root._bokeh_onload_callbacks = [];\n", " root._bokeh_is_loading = undefined;\n", " }\n", "\n", " var JS_MIME_TYPE = 'application/javascript';\n", " var HTML_MIME_TYPE = 'text/html';\n", " var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", " var CLASS_NAME = 'output_bokeh rendered_html';\n", "\n", " /**\n", " * Render data to the DOM node\n", " */\n", " function render(props, node) {\n", " var script = document.createElement(\"script\");\n", " node.appendChild(script);\n", " }\n", "\n", " /**\n", " * Handle when an output is cleared or removed\n", " */\n", " function handleClearOutput(event, handle) {\n", " var cell = handle.cell;\n", "\n", " var id = cell.output_area._bokeh_element_id;\n", " var server_id = cell.output_area._bokeh_server_id;\n", " // Clean up Bokeh references\n", " if (id != null && id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", "\n", " if (server_id !== undefined) {\n", " // Clean up Bokeh references\n", " var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", " cell.notebook.kernel.execute(cmd, {\n", " iopub: {\n", " output: function(msg) {\n", " var id = msg.content.text.trim();\n", " if (id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", " }\n", " }\n", " });\n", " // Destroy server and session\n", " var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", " cell.notebook.kernel.execute(cmd);\n", " }\n", " }\n", "\n", " /**\n", " * Handle when a new output is added\n", " */\n", " function handleAddOutput(event, handle) {\n", " var output_area = handle.output_area;\n", " var output = handle.output;\n", "\n", " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", " if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", " return\n", " }\n", "\n", " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", "\n", " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", " // store reference to embed id on output_area\n", " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", " }\n", " if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", " var bk_div = document.createElement(\"div\");\n", " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", " var script_attrs = bk_div.children[0].attributes;\n", " for (var i = 0; i < script_attrs.length; i++) {\n", " toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n", " }\n", " // store reference to server id on output_area\n", " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", " }\n", " }\n", "\n", " function register_renderer(events, OutputArea) {\n", "\n", " function append_mime(data, metadata, element) {\n", " // create a DOM node to render to\n", " var toinsert = this.create_output_subarea(\n", " metadata,\n", " CLASS_NAME,\n", " EXEC_MIME_TYPE\n", " );\n", " this.keyboard_manager.register_events(toinsert);\n", " // Render to node\n", " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", " render(props, toinsert[toinsert.length - 1]);\n", " element.append(toinsert);\n", " return toinsert\n", " }\n", "\n", " /* Handle when an output is cleared or removed */\n", " events.on('clear_output.CodeCell', handleClearOutput);\n", " events.on('delete.Cell', handleClearOutput);\n", "\n", " /* Handle when a new output is added */\n", " events.on('output_added.OutputArea', handleAddOutput);\n", "\n", " /**\n", " * Register the mime type and append_mime function with output_area\n", " */\n", " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", " /* Is output safe? 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\\n\"+\n", " \"

\\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", " \"

\\n\"+\n", " \"\\n\"+\n", " \"\\n\"+\n", " \"from bokeh.resources import INLINE\\n\"+\n", " \"output_notebook(resources=INLINE)\\n\"+\n", " \"\\n\"+\n", " \"
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i < css_urls.length; i++) {\n", " var url = css_urls[i];\n", " const element = document.createElement(\"link\");\n", " element.onload = on_load;\n", " element.onerror = on_error;\n", " element.rel = \"stylesheet\";\n", " element.type = \"text/css\";\n", " element.href = url;\n", " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", " document.body.appendChild(element);\n", " }\n", "\n", " for (var i = 0; i < js_urls.length; i++) {\n", " var url = js_urls[i];\n", " var element = document.createElement('script');\n", " element.onload = on_load;\n", " element.onerror = on_error;\n", " element.async = false;\n", " element.src = url;\n", " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", " document.head.appendChild(element);\n", " }\n", " };var element = document.getElementById(\"1001\");\n", " if (element == null) {\n", " console.error(\"Bokeh: ERROR: autoload.js configured with elementid '1001' but no matching script tag was found. \")\n", " return false;\n", " }\n", "\n", " function inject_raw_css(css) {\n", " const element = document.createElement(\"style\");\n", " element.appendChild(document.createTextNode(css));\n", " document.body.appendChild(element);\n", " }\n", "\n", " \n", " var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.4.0.min.js\"];\n", " var css_urls = [];\n", " \n", "\n", " var inline_js = [\n", " function(Bokeh) {\n", " Bokeh.set_log_level(\"info\");\n", " },\n", " function(Bokeh) {\n", " \n", " \n", " }\n", " ];\n", "\n", " function run_inline_js() {\n", " \n", " if (root.Bokeh !== undefined || force === true) {\n", " \n", " for (var i = 0; i < inline_js.length; i++) {\n", " inline_js[i].call(root, root.Bokeh);\n", " }\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(\"1001\")).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.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", " run_inline_js();\n", " } else {\n", " load_libs(css_urls, js_urls, function() {\n", " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", " run_inline_js();\n", " });\n", " }\n", "}(window));" ], "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n \n\n \n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n var NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\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 \"

\\n\"+\n \"\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n var el = document.getElementById(\"1001\");\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) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"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.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };var element = document.getElementById(\"1001\");\n if (element == null) {\n console.error(\"Bokeh: ERROR: autoload.js configured with elementid '1001' but no matching script tag was found. \")\n return false;\n }\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n \n var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.4.0.min.js\"];\n var css_urls = [];\n \n\n var inline_js = [\n function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\n function(Bokeh) {\n \n \n }\n ];\n\n function run_inline_js() {\n \n if (root.Bokeh !== undefined || force === true) {\n \n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\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(\"1001\")).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.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import warnings\n", "warnings.filterwarnings('ignore')\n", "import numpy as np\n", "import pandas as pd\n", "import astropy.units as u\n", "#picaso\n", "from picaso import justdoit as jdi \n", "from picaso import justplotit as jpi\n", "\n", "#plotting\n", "from bokeh.io import output_notebook\n", "from bokeh.layouts import column, row\n", "output_notebook()\n", "from bokeh.plotting import show" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use new Hot Jupiter template to guide us through the exercise. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "opa = jdi.opannection()\n", "\n", "case1 = jdi.inputs()\n", "\n", "case1.phase_angle(0,num_gangle=8, num_tangle=2)\n", "\n", "\n", "#here we are going to have to specify gravity through R and M since we need it in the Flux calc\n", "case1.gravity(mass=1, mass_unit=u.Unit('M_jup'), radius=1.2, radius_unit=u.Unit('R_jup'))\n", "\n", "#here we are going to have to specify R as well\n", "case1.star(opa, 4000,0.0122,4.437,radius=0.7, radius_unit = u.Unit('R_sun') )\n", "\n", "#atmo\n", "case1.atmosphere(filename = jdi.HJ_pt(), delim_whitespace=True)\n", "case1.clouds(filename = jdi.HJ_cld(), delim_whitespace=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Return ``PICASO`` Full Ouput" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "df= case1.spectrum(opa, full_output=True,calculation='thermal') #note the new last key \n", "\n", "wno, fpfs , fp = df['wavenumber'] , df['fpfs_thermal'], df['thermal']\n", "full_output = df['full_output']\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analyzing Thermal Emission Output\n", "\n", "All the functionality that we used for reflected light we will also be able to use for thermal emission\n", "\n", "### Mixing Ratios and Pressure Temperature plots" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\",\"dtype\":\"float64\",\"shape\":[2000]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2000]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2000]}},\"selected\":{\"id\":\"1842\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1843\",\"type\":\"UnionRenderers\"}},\"id\":\"1757\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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7htKQAQhf4ZQb5tABCzfbFuMFTAEKD8Yt5844AQsxfLFElXQBCVlok1MllAELrERjsGSwAQhfLs0V1KgBC44sO65dIAEK420ZR3wIAQm/DwUf+BQBC0mZvBR9+/0H/kCXY2C//QX3P0kgQ3vxBl/2SXGqI/EF6jmn+KG7/QbjoKVUMiP5BZjQv7lhG/0GyJ1z0MXH9QWd7wi+PJP9B9Gz1CFcj/kFbWk9wuN3+QYWsX7aEr/1BuEk/Hj6A/kEb59g5waL+QUM2QB3QPf5BFd991b5D/kEts4BUrfL9QYXiKNwgw/xB0KTGKqaQ/UGs99kc8LP9QUAvuVaPf/1B6Qvo0TBM/UGZL3pZV439QRzWHeRIbv1BYTMgLhab/EEtbqlphaD8QUynApMkU/tBdyo8IYG3/EHKyb6oos/8QVNoVjiCKPxB47uXXPDU+0GBEEQHdfX7Qa4XJi4aRfxBlKLBxXN7+kEYYb9n5LP7QVSrQbIPCvtBIzgJf0He+0ECeLIDBH36QdN5lkMnp/tBdrLGcPUq+0G0MV8+qm77QatnyyIdNPtBLUAuMRZE+0FqOWGqNyT6QQSGQ2enm/hBW8gWxCkA+0GEjWIlvd/6QWjy4negi/lBaTt6BXem+kGGvHmvn9L5QQK3ZO6WhvdBcx4SnhtS+kEv/FB+CDH6Qf/iujMm8e9B+JCx5rnr+EHwv+VpBuv5QYVohyHYPfhB9MZCeNYl+UFMkEVuZCb3QaFcVmndNPlBv1eUjIdQ+EEnOINJdKD4QdbOliGvquNBXs9/cI1x90Ec241mfEP4QU8TXs+nWPVBS8CROGGn+EEPmg/0K9LwQekU4kr/e+1BBHRuYMGy9kFuNIfojfT3Qf8WgdIZovdB5WAgUsvP90EvIYTEy1L3QcDIdJC0nPdBXN5nnqgx90ErdgRY43X3QSqjqdTKePJB2EA4ehRu90FXNTpEZw33QWVNi04tDfZBYsxaiLCO9kFUy0Eg8/z2QY+Yy2HhnPZBdjBqvcID9kEYxMvgUUX2QZPAzkmbH/ZBsaHkc5iQ9UHqwLwqQWzvQWuz2iaYPPJBDdAsW9CU9EEsXnHw1m/1QTRzTD2K6vNBdNAuyv299EE4p11nG0r1QdR0tm7WqvNB8JcamQMa9UH4OrxTE97nQZeoiFsVIPFB0zEeNtiS8EHrY6DyJIbvQTpxCsKqCupBrJprAYSz80HrOnC7vXH0QX+pRVy30/FBiPGlpVRX9EHFSkpO+vTzQVTQaP5HFvNBjg6Aps+080EcL45xLZHzQXlyGw89lvBBSiB9Xt6R8UEidQv8HI6+QXD6D8RmDu5B6G0+eFDy8kHABs7duVvrQcThiQFiwvBBlhse9QW35kHmzu0YAFbuQaNB4iSyWvFBPOQG6I608kFL1rYIxB3xQXyBS0BE3vFBcpGvFX5i8kGXEwDgYM/xQR8ZQROYA/FBS1/rk/kx60Eg4JieDJrxQTr2CzhHg/BBt8GARe8n8EFLoRWLXPHwQVTQGWyxEfFBuA1wAl3p8EFrT1FgJNzwQVsEoig6IPFBPkb7SZ4b8UHY9QctbNDwQeC3Kd/+7vBBmTM9N+Nj7UEjN1zDJ2fwQW+Xxed5Le9BAedfWK3p7UGQFjVm+nfwQdSz3gw+QO5BRmgRMVYj8EHKrDWApojvQRubd6VCAfBBmKjIOsvs70FpYahju/DtQcIswz+ANO9BiHcQvA8C7UFA369o0BvuQaJfE4e1ee1BLe4Ul60Q50Fxui/7KrzsQWpDUhCNeO1BRUKZrzj77UGYnJ17XLnlQbRFQdehs+1BXcQpAP+d60Hw42Nr80vtQTa8W6YFEeZBap8tF5XY60HjWWoD06noQQPdjp+48epBF2LleKOk60HdlQKysV/jQbYpv1QuZOtBzgFEbaAK6kHo5pACja3qQaR+NjGbQetBGVGbT0JN6kFpZ/oSY/npQUv578iI8+JBo64+HxYN6kHkiqo3bSzqQX4b6CKokORBCIH3N0Fy6EGeFXm6MuXhQbnCUevoV+lBQNs/yjPx6EHQ1OrSnJHoQWk0mQvJ7eFB9Hmo7UwI6EGRdl091frnQRIpSjw8medBS/Q8+1q55kFmEgrU0YjkQSzZvrvbl+dBnNPXNrAf50GhV/PrZQTnQbVHSBPK8eZBXCM6+3jy5UExvkrCmYLmQbWxsm8TjeFBHPAytwIJ5kE9c5wCheLlQbCiEBKHluVBBS+sABtB5UFb0SVYQfzjQY3Hr8/QgeRBlVz4PtiT5EFnX2QAv6rkQa3iL+M6Z+RBeavOSbIT5EGuI/Gn+c3jQWOTxOz83ONBm/wHEfud40EjkQeE8ljjQa6X8Uti9+JBrcv8D2oH40FUHKuZFXniQaZ2whA1oOJB24Tcp/4U4kH0rXdB1b/hQYUwUtHM5OBBZc4mnP+54UEc3cWfIdPgQf78O2PJWOFBXhtP64cR4EF/pvMzPe/gQcTxrrHhtOBBycd+JEts4EGBhHsj8JHfQS1tmp7oq99BbaJ+hTDB30GTpEmt1lHfQT9JO4pK7N5B2aVILg2L3kGmrz9YIQ/eQfFikj0gr91BnwY8gnND3UEf02pfKMDcQaAEg9EHTtxBn+aq22GZ20FbEVh5PIvbQbKPyitl+NpBCBgIA9a42kH28B564b/ZQfYquQ4Y3NlBcjTdl5Jx2UEUi+1/cuLYQYJpoLUWfthBPcrVyHUt2EE7onpGbczXQfmfcSs+GddBof/lH0Oo1kFuqvepdHnWQQhPtT5c8dVBDoaaYMj61EEmbBtyck/VQZDdGclakNRBZT/Sr1Nz1EFGgiVlFw7UQXR9GSRPBNNBBR6HvSEr00FpgrGYNsvSQXyjpJ1QY9JBCkThInPs0UGAwxsNuUfRQQUEEoi7OdFBrm+v0rq80EEG4pJ46EjQQd5tgY+/0M9B4+EaDts1z0G1qe82kW3OQSsoNtb2p81BF84LcMrVzEGZbZqvD93LQZPGVqi2UctBtqcINV1mykFQiGyC+6fJQTpCvBFR2MhBrjivbPr/x0GRmbCq9UfHQUQvSA77bcZBAcOtu4JwxUFiLeXhwbDEQWkYHdThyMNBL7D/BZrJwkHzNOcydQzCQU5hWwAfD8FBlm6HBnQHwEELHoTP/eW9Qfi56cNdmrtBQXft4momuUHSyV3+KdO1QaYfRfzIrLJB4ccLzL+orEHB7PDwKYmjQWfI4W/hWZZBZPf0JxMqmEGrHPaREaujQQBuEyru5apBGig0spt1r0HT6g4UDEGwQRnqC+yGqq1BYUgDgbOBqEE9aNs7q6KiQSBHe/y645pBOJLPQGUBhkGpoA4cTpGWQf/YlLtKmKBBt1U6fIFPpkF5tNAec6GsQe2s3CxbPbFBkJiWshyOs0EtsCnoM2e1QXYjeql5GLdBrR3LpZuguEFa7qEQ3CK6QYAnlBneZ7tBuEJoFurQvEE8WMQEuBK+QfaKBpjKKr9BJLsfgaEzwEF6aIxNmKfAQZ4SD/oZVsFBs1n4DdLXwUE8H2y1HlfCQbMwMWPzs8JBKrBKboI4w0GXJYAe6aDDQcH5gRr7DMRBv62aytxtxEHCJ91ChKDEQSrBTgdOQsVBdup83hOtxUHR1Yh7idvFQaeT8Z3DI8ZB5xhwBrHcxkHhrEYpkR7HQWC9Jtvd9sZBhNjc9hzqx0HhwkwJkTTIQbBLqyDcd8hBeUwbq5XKyEG/0yB4MkfJQaY8bC+RMMlBae4NHnh/yUFs9zHDLcPIQSCglWD/98lBH8JOh9LQyEH1jqVmqODKQcF36VsaXctBZemFoKpiyUEwF6hi4xDMQSeufko5XMxBq6pM1UKWzEHiAoYb8WDLQR3FklLaxcxBwINBE94nzUERQ9lJQV3NQacpSijnus1BuBaYjLTBzUEq5obQBsbHQY9GMltnf85BzaB35wlvzkFBQvGRNiLMQWaOmJIgPM9BUugvrgZJzUEasMfVF6LPQYDxvX3P5s9BWQraUn7Nz0E/OKHCp8nPQWglYUVGNdBB3MarpTNN0EEFpoKc/v/KQTitYvOPVdBB5T63UkSB0EG0QIgL56XPQRQM4qO/ntBBMWJ2Eo2/0EFZuU/rmMzQQQvRLQhR3tBBkCfkk3ynzkEYMDcVzFnPQWAwM/hEAdFBWaBhit7jz0Gf4A3fO2jQQRC+CDWAI9FBglkUVhK20EFuY4fR58TQQeWV+fyRDdFBgHfO80700EGl+qYGOVrRQUjvlNQWdtFBs3ssrGq3y0F5xtgNl4LRQRAKWguNbNFBYctlX7iW0UFRQDxhNmTRQZbKyyh5EdFBf0czz3nq0EEH8byWDZfRQapk9F4xxr9BYmTrxzB60UFj978gVb3RQYAE90fpt9FBYuv1AZdSy0HQ1R3AyYzRQcPYehyK/stBRA6VS8Dy0EHFEOsotirRQV/pcI989LVB5zggy8O90UEo6bkV9qzRQVtx2RTN+tBBCg7loLrF0UHss7ENv7HRQQP/l41OhtFBQu2vdJm/0UHbWg9gyibQQdjVH9+56M9Bco29dHhdvUFEANWKR5rQQU/sOOdY/9BB6XCnWzSr0UFOx9K8C5HRQe6dnFLv4dBBRhZYs0MIwkELxDGwfWDRQVKPhJxCl9BBCWDw4r+o0EHk9y0hXf3NQTb96HPAtNBB04tokR9e0UG872O1BJbPQRMXef+BUNFBP6aFNEJQx0GvseBq6B/RQUnAo2uaVctBdT4usfDU0EGKK3L5EN3NQbXyjrW968RB+6lsAw8rykH+41W7gxjQQc6tQ1lwJtFBaTZ0jmWl0EFbZLCMjLDQQVB6y4UmKNFB75ACyS3S0EEpWHT7W+7JQa2xGxvJr8RBnWOrO5vb0EFltyPwaFTQQe/dnNKa3tBBMZl0xlwB0UEBd2l16xfOQbQIxwKoENBB+4v0XvDd0EFkxdZeXcvOQeZ9Zt6Mx9BBBLOxr4xX0EEz8cB6rN7MQXYtiCQec9BBB45xUAye0EHlaRCZOfbPQX1ZnRdTMMxBalBWfR7GyUE6cDhME2fQQeCMLrVWTtBBHdgvcac0z0EwaRX8CRDQQdzxMqgKRc5BsJkU7R6tzkE36eOVNu3PQVhlPKbbjM1B/k4a7Fqez0Fn1TVRoEXJQQZkJ/zTvs9B2V3gthWEz0EmGtM/eaPOQZN/T+Jgb89BjAAYHJdTz0Fd5B8rwhbPQQVpGCsf681B1yDFSn7GzkFjUo6J/4LOQV8IsYaijs5BFMHsbH55zkE1Pa4UGiDOQS5KC9X6AM5BPkRP8/gRzkEpGkYOrcPNQel4tGXy+spB8USJpaFjzUFM6xiBSsjMQYSTzWdVRc1BzH3Va6ojzUGhVav6tUTNQakm7zE0LM1B13ZkCVr5zEGpqTvNMLzMQXTi3iF6tsxBVzLwxFY0zEGrlvHXPlbLQZME7rfAQcxBlvtgCPYFzEGyHbqzVOXKQb9qvSsobchBDNjKQMA1y0HOOaqS2OHIQYJ5MMDWRstBmGheqQ8sy0FFnnEIfCPLQQHy2IIrCctBrfSG/qulykHVgvV2s7fJQZwgmwqdvMVBlUXjdu4AykEFuVK6mhPKQR2T2rqAzslBOzwY07mLyUHQh1UZc9LJQd6slzKRrslBAhLa9LCoyUH3Fg2bH3vJQXcvU1UEVclB6XznJrwlyUHTSEJo8wPJQVLtw9WUTMdBzok4gQ29yEH20KN+knzIQQU56V1cfshBgtMRbZaWx0EKWPzj+CfIQRTOYavRBMhBI1Ige265x0H/UAHV0pbHQekefEBun8dBEWlILCFgx0Fo0CTRokrHQa5cheEJLsdBBiBxmXgFx0H2ZLRQbrjFQYhOnHrlosZBW+LgwJt3xkFhe2cqdnLGQVuQo1p+48VBu0czd2j2xUGWg3SjvQHGQSdyxdji0MVBmhxPYKSpxUE2Uay+KGrFQQKYvoxJc8RB/LMAsAsyxUH9AHjBpB/FQcIVxfBm38RBg1PbtQK+xEHmrSiST4zEQeTiljaQg8RBP/1xZoEqxEEUXRW8iifEQUhluHkGEMRBJzqvGA7rw0F+6Y1xmrLDQacI+g4/nsNBuAl3n/1qw0Eodm3+3TzDQewSE1e1MMNBT/3H14IFw0FkKfS4eeLCQaqhnT0ktMJB7KvSspOhwkEI8a+8bHbCQZxoybASTMJBT33rpEcXwkFHXMCS//bBQUJAux7C5cFBkcm29SewwUEuN4PLlZ7BQTXQSP3XQsFBaQq1ah1KwUH9fagiFfPAQQ31QUBbzMBBgfPz2UPSwEEWDVob7q7AQVGjB9l9nsBBMRyLt4BVwEHsP3qDQwTAQYE9fZatNcBBCm9nbY+av0Gg16zO9Nu/QRv6+izraL9BnKsGE19Qv0HvpPZ4UpS+QV/tK+erqr5BtK3Tn/N+vkE8eSX0vym+QV85RIa55r1BXAl+WS6ovUG8yVDioGW9Qakn8eGLEL1BZqrJuCnQvEGeLEv86IG8QanyTWEGJ7xBcdQa+BHJu0G1k5mmdri7Qf8Dgc8UZLtBbMIn3ykQu0H2ES7yAcO6QZKx3tfOurpBynTz/mlxukFmjh6EuB66QX8W0T0g/7hBSUCKNKq3uUEag/YwP1i5QRnpWM+4gLdBu+8g85nSuEFNWFADafS3QUW9bruEtrdBFa1KwN0itkGb0W96e+a3QT5AASbZh7dBEFr6T2PWtkFyColAhcm2QVzW0c2a9bZBT4NHhKautkF+WAXFYWu2QVTVF/D65rVBNmVNHzmotUF1YUsGVsW1QY9ltihfh7VBEZhUh1nPtEEYmPeIS/u0QVTEEqEjQ7RBgWvLvCPGskGRuztLsi20QcRvLCiT9rNBogB686e7s0FYHQ0jBayzQc7Cwm/+HbNBoifjDK85s0Hs8G0hJwKzQV1uAPtTsLJBWGre4myRskHVThW7Jj6yQV7Pg5yMm7FBRgGpDbbIsUGj+eppt6yxQUw457vzdbFB0ktxobQTsUHjlVVGl7qvQU0EhrGyXa9BPqgOI+qZsEGhjHpV5eevQf/52xexMLBBwzK9YukEsEEGHLa6roqvQX77TVCBO69BMpmrerPPrkEURcVwcqmtQTHqAJ8B+q1Bdb+eZ32crUGBrCHrzjqtQQej6PTOi6xBeBJMKPtvrEGsr9tny+yrQequkxSbsqtBk30ajYxJq0Ed48Hmi/CqQcB02TzTXapBwOEvKssQqkGBccQ/15mpQfL+Ln7ua6lBwxAXU4HlqEHBXfXqz7KoQVAgm6ZiX6hBFBRY8UtJp0GroueuzKunQXVhOsgTU6dBGNOaK2CwpkHTGzlmWaKmQRlmqYBeSqZBxZFNEzfnpUFyWKaNI4alQR9UDy8cRKVBCP490LLjpEHv13BKi4ukQUt/uLSNQ6RBW0C88IPmo0E0nepJyp2jQR5Nm+NyTqNBmCXssHnmokFQc/Amj7CiQSJqmFxTK6JBbnuPRXUTokEFPBXEeaqhQS/DSuMvdaFBOH1fsyInoUEPOn0Q9N2gQYVEUyH3laBBuDtDf4BFoEHOaVZiGQKgQQfLukCVZp9B1HKKpGPXnkEKKxFEGU+eQWXnPjJowZ1Bvi2BJTs0nUEoOg3c9aucQXV8v9/TJpxBWob04rdxm0EtwKwg5wqbQVFfeEm9j5pBoql+stgLmkF3lcjSzYKZQWb247xMDJlBB5K9fR+NmEHmDxVDgwCYQUNfwNH9j5dBn8lKV7EWl0GODaqHApiWQYQrjmAuKJZBAMJvD3OvlUFbmQEoEz2VQXSF4WOnyZRBy+GFWW9VlEHo3R2CbuCTQarXkffLdZNBAihUegsJk0HKmZ2+HJ+SQQ6i4hL3N5JBcvstWYvOkUHaiCBwi1yRQV4/Ox96/JBBmu+bgb6dkEFUHavSfTWQQdW/h/Dit49BHPxPwRgAj0GbRFY0WkGOQWVqswJyfo1BtYfffDXRjEH6vtGMdhyMQdzKo5JReotBjme1R0nIikGwH2LVdCKKQTkdvHl+f4lB/KmIElTSiEHXeJL9SiKIQdblv6AVo4dBie70h3j3hkGGyJDi4m+GQfAb9+mj4oVBsEQkPc9KhUH5v+u1ncCEQTxwG+60N4RB2IdkJ8Krg0FGmSEB/SSDQcXgAdr1oIJBzodxayISgkEHP+HcyamBQadv5DXWJIFBRa+a18WzgEFOsUwylDCAQfLrggmEin9BreOqjMecfkFQUi9vBL59QVweWJ5N4nxB+nhKwqQPfEGhGmJaGi97QWiyvv/6QHpBKPmWZjyUeUG9nrErfLl4QQwtoN3B/HdBplHNXSg8d0F8VtBUz4B2QV/kmiOYpnVBriCyiFAAdUFI2JIcjVN0QSIKLHMnm3NBmmB2jy3lckHp1NtrEj9yQRLIOjspanFB8vRP+UnBcEGTivuZv0FwQcxrdMXbOm9Bc3BjU0jXbUFchdvrY65sQe2cdeCteGtBBBoxc01TakF21sOJVx9pQZ9Ts4EY9GdBmpB2S43kZkGfhVloe8NlQTt8Q95cp2RBtxawapqPY0F+thlIRHZiQeCTrxCKbmFBOZRcswx8YEGPV/aX2+peQbK2r1iOplxBDEZre8vjWkGugyG7DepYQdZntl3z7FZBDvmG0Tr9VEGiEU9mxwtTQUe2l375IFFBVo1msaJ+TkHd6eF/eNlKQVgFhc7sYUdBGDta0RIvREGl6wB2UwJBQQvQDpXcXDxBhUrRj+VQNkHhLAUj8mkpQXXtax217CFBUFjqRnlgEkF2uwKwTOclQchTmYlhYTNBAY8VAIx1OEF6muml2tE8QS4IqwMTEkFBPngQHwBfQ0ErGdEqudZFQYrDAUicYkhBOWQ1IOTvSkFxffVFnrxNQaJBTwsWF1BB7ln9IuxCUUFBZ/r81WlSQZLi7LC3gVNBmxjaCuaqVEH2sa2457hVQSBv7tbKulZB0jX3GXXVV0Hgq/G60MhYQaouwDhRtVlBifQTnAC+WkGrMo9gs6FbQdQaWai6fVxBNci6zGpwXUH6aGKcx1NeQdq5WBydKF9B42w64G0LYEHARdlVBXFgQdjqpc1G4WBBcpKH1HZHYUH1xwiUVbRhQU4aivBKFGJBCJ0MMmF9YkFHgeeLP9ZiQY6QmCXuP2NBOw/Zcv6VY0Hu9TE/cfljQT3qkZypTGRBtDe4RwmsZEHmpI3FfvxkQcASdSVDV2VBhq755qihZUFUmQPJzP1lQUJD2E9wV2ZBdB34hgqfZkHw72bSPPRmQcctCZL4SGdBFYgHzY+QZ0F4mUybpORnQWYy2qhjN2hBfm4IOuV6aEEO1wXaP8toQeenIxt6EmlB4HFZKrtfaUFHi+E+HZ1pQd1N0TBq/GlBTXDexdlMakHXnamAGJJqQcOb+JyT52pBscHxj/4wa0G1yocbqHNrQeSPhd+Kw2tBuSSHnF4KbEEgOh9vv1psQWdpdD+HpmxBYVM31kDxbEFYkcQH1DptQdk9RjEvg21BUOxfS4bRbUFyk3oDcRxuQdPuM7w2YG5BK77WkjywbkFGjUbE4fluQXPZVjRqQG9BGJJF3gGKb0HkTs1Ae8hvQXuB7t+gC3BBH/D0ahMocEFH1AG7PU5wQc4nZFDZbXBBy1Po8oaRcEGPUBVeL7FwQdLUWggq2HBBxQ7Kzfb0cEFSilY1vBNxQW+DJPS1MHFBkVn3vWNNcUEAJkTIVXFxQecUccWphXFB1m/6wISccUEJEVtHh7lxQQjAnzvxy3FBbTrk2AD4cUHDGfbYwRByQShEvEf2IHJBmOWWSiU/ckGKYX9rhUtyQeC6XpjKZ3JB7Qem3x2DckF6LiQ6j4NyQZEx3u6crXJBh8hXuky+ckFMYx+mgM9yQXscmZEW1nJBwBE+7s7sckE7uT1VSgJzQXIlP2FpCHNBiuaMfV0ec0FMnsifNCtzQY3dQ+2VO3NBORVkjLFFc0GzJbuF70xzQfg8uV+bXnNBprMMx4lnc0GzuMSF7nJzQQo66s7dfXNB8hokwLl+c0HtTzA0K4dzQR/XQJjKSHNBpOXGy6qTc0FC53dM/JtzQd5mmu5Ll3NBBY/b18Skc0FNkQE5TalzQd44BoZto3NBT9oRXM6wc0GUot6wh4lzQZRV11rqrXNBl1oXXf+lc0HpTkwUvaZzQesQCGAKgXNB+CX+eSauc0GiYOH0badzQX9laXJnoXNBe7yg+Bmbc0Ht3FGZaaJzQenXa4qVlXNB1+e9qwmVc0GF0tGkb4VzQe3LhRIpjXNB7F34i0uFc0EiFOmiUXlzQWxYHvT7aXNBQ7RM+ultc0HXPobfg2ZzQShok6aoXXNBAJCU3YNSc0Fb/4u5WkxzQeMLoeFAQnNBsiZ4ImImc0ElYP6gdyRzQe4vYbkBHHNB2E/vIUIFc0FJd3iauwFzQZuuBdMu5nJBGE4nr5XickE0fq7YJNRyQfo8pD/WxHJBXC3xLa+xckHOUYfvBqNyQd6O1IrjjXJBz/IGtHdxckG7Y/w0IHByQXEnjV1vYnJBbrQE+EdOckEhFiX5AzpyQacOwHfSKXJB2LkEcRkVckERKKnmyP5xQYD3zDno7nFBtaRewlfJcUEFlcj8OsVxQbssyQursXFBbNy/xGCZcUHKM6GMAYZxQVxbWOMwaHFB89NjbPlXcUEahkMT9EFxQTKm7w16KHFBa+Pry14PcUFQQIeG7P1wQZDPybkA5HBBm6zeyd/McEFoggZ21bRwQXUk3vjblXBBxCb7tROCcEH0ICJJwT5wQd3Xa+YHRnBBBjoL5mE7cEEdKWFPgR9wQVoIqGhKB3BBotmHASbfb0EP+wXcja1vQY0vBAKndm9BJB45im9Eb0H6Lx5uTAxvQeXaoBPC2m5BnEOR1aygbkEPy9JOzGduQb6dphQ9O25BZbEbABP/bUHHV234v8JtQV6fpjWpl21BTHY0EtdcbUGTv4tNfyRtQbi8F1E3+GxBF0X9S+W8bEFQySIhjWxsQcUCPm90VmxBymOijJ0XbEG/GqJgrdZrQYNM5T02n2tBaQO21gs4a0HV4suVqztrQY3GsPnUAmtBYRl+n7OvakH15LVgfYhqQSZjYN+tYWpBFaUIAvklakGbyEsrZ/JpQdZP+fxvrGlBfdKr4Up9aUGhtWhCjjZpQfk1fYkCEWlBtqVZ7D3RaEGi+PjtCaJoQQU/eppla2hBtgNIHHgraEE0/xSBqQFoQTUz5/1nv2dBJnYR7j+MZ0EBUe8k009nQbdbEB71ImdBCxNQ6LXiZkGsz+TxbLhmQVJDtGrKeWZBtwkdBA1LZkGxwAt2SBVmQZe67ouW3GVBcwVN/qGgZUEuKktQ7WVlQVqc3d4bLWVBK0tDw4cEZUFuSJQ7WKdkQV11P8KnZ2RBW9ij739eZEFrwRPNxPdjQcfXCNuT7WNBKSSLVwnDY0EB2LTXDIpjQU/ktpb7WGNBvB0u4VMeY0FGIfQjM+FiQQxHHi4kwGJBXzUnkV+KYkFawusZ+FhiQT+kPSQlJGJBKUKmiiLuYUGryGZ9q7VhQcPZUO8gimFB69xyjvFhYUExO47bTSVhQcW8yxA4/2BB/7+1VQbQYEEESlwanJ9gQUSi6YFLbWBBhtnVMFlAYEE15xEleBFgQY3jUIF/q19BNYvxPc5dX0EppfKNSgBfQd6R+IBXs15BhoR3NJhbXkE7sloBifBdQUscvrq1ol1B969oj4RRXUGumYnbAPtcQZmC3pBsoFxBZuh6JFBLXEGW6vzG09tbQTd8jpK6pltB8k1XDGlDW0FQnMhle/xaQeJ7z+11rFpBlaEMuFBZWkEfJhlOFQpaQWMwuxT5uVlBchk1UcdTWUG9Sv4NQBlZQUWXuX6valhBUJPJBed4WEFdb6fTbC9YQS5LvUxg5FdB9KvqJV1yV0HsnLfrs1BXQcr+lHp0CFdBuNYzDUy9VkFJZKnYF3FWQTCWcixPKVZB5iNkM6PkVUGLDl/Qhp1VQfc+NIFBQFVBqzqVH2QSVUEB9SpVBc9UQS7oaJYBjFRB8dg7fHc9VEHPspebqAJUQaxJYohPw1NB2GYbLyOAU0EhdQeVIEFTQS6I4zGBAFNBIhn6Rsu/UkEwy1zJeIJSQXzZpUIKPlJBb4qYdDoHUkFFMERFH8pRQVVW+VP3h1FBArlW5BxSUUGPsPOkTRRRQRG02lxq21BB/kR6heeWUEHTD4n9lmpQQWxQX4roM1BB9Br+4ZObT0EdXGeyDopPQRoLIIkdyk5B3IdYQuWmTkGKmBe0O0VOQU/QaYS43E1B/gz7tG9xTUExsWOkag1NQcZJMsQ7lExBVhw3rrwtTEGcp5W4IdxLQXClj0gJbEtBMLTajP8ZS0F/iVNbtLpKQVZgsJx4XkpB3Arj8wX/SUFCIuaDZKBJQcHEGAGaSUlB9kCYhGLWSEHLP1SB15JIQVp4NmpDL0hBlxbUnCjgR0EEdI2Xx45HQWsfQpqJK0dBk8IvvyblRkE3zrBvk5JGQSGBf+y3QEZBj9sAqK3vRUHs4HvWMqBFQSmU/5z5UEVB4fDKRx0CRUGvsjxINrVEQR8PpEUFaURBOV/grqsdREFpCIjuENBDQcqds3bUiENBdcUJ05BAQ0FBdii31fhCQeI3YIIaskJBmugHBC9sQkF3Y62v7CZCQe2jGAD64kFBhUCoXn2fQUG/ZCkJBV1BQbgwXK1KG0FBlszERrPYQEG9wDBXLppAQTY1vkikVEBBOolWVO4cQEGff6Tlar0/QUfGdAbhQj9BQFxgb/DMPkF/qCuiZVc+QWER5RLk4T1B1JNw3cpvPUHmHJWmH/s8QfuoAGAhjDxB6pvLCFcdPEGA8o4Rw7A7QXJu+0/SRTtB2hGiNg/aOkE2sBBGS246QbpTOQEDCzpBmjhEkO6kOUH5Ys5lLT85QbcgBfN73DhB1vOnaat5OEEbv4AmnBc4QTpcRmtkuDdBdU4PCdRZN0EFtQUlxvw2QbUP6YdsoDZB1AxUPMVHNkEGo1hpDu81QWgv54wLlzVBinRnwXFANUE96rPd9es0Qeyh3ziHlDRBc8ElnIFDNEEeP88fluwzQQQhaI8WoTNB5lyb8mxPM0GcHYCv+/8yQZTG4/cYtDJB0HuWtIVnMkGJ8agq/BoyQWmnUavm0jFBl2OqTcOHMUFn1GRvzkExQYevAUXi+TBBal+GVbSyMEFtwkIcx2swQUHo12UzJzBBbKjRlqHFL0Ef2s3tlz0vQdYspyFsuy5BNz/NP/43LkFTzpp8NKEtQbmhpZ5vOS1BtP65N268LEH65nX5X0AsQaiZSUZLxytBy6I3kNdPK0Gl1mkO+9gqQf4PnlxYZypBQvCxv0X0KUFZGCsF94MpQX+b9fChFSlBakXMPbOoKEETmTu70DwoQfkp+Tcn0SdBI87q2l1rJ0FJdRaIaAEnQSwGc9oRnyZBV4LhqYY7JkHW4I/GstklQSkpkgZUeSVBXJ5wTG0aJUFLVle40LskQSQlYoFxYCRBlmqvCpoFJEHIz5gtqqwjQUYIQuN0VCNBfm9Lek3+IkEU6TwdLKkiQQ5jJA2IUiJBoKQcmJoCIkH2Z3WXIq8hQWQ5fdgtYSFB7J4fD1EOIUEAFUKZS8UgQapLearPeCBBhor5t1ssIEFvkg+6a8YfQeTr7Mo6Lh9Bz2qxZommHkEBmQI2shoeQfhqPfPBkB1BIOMVMUUIHUGxroNNpIEcQYOmBSyc/BtBXAQDYdB5G0HyrZkGY/AaQcwu6mwaehpBMrpIMmn4GUEw+uwQsXgZQRb+g4iR+xhBIyEVYIF/GEH02PdpKAQYQf5alBKJjxdB9KzFAsAZF0FwMWTPo6UWQd3sUJEmNRZB/NZ3ui3EFUGwn7hOhFYVQSJ3562X7RRBREabHhB+FEGh1PPOOxwUQas+RPePsxNBaiiDB9dPE0FLzF4UAe8SQVDyDptOjhJB6w66eJQuEkFjcwG/IMkRQSuBo0fycxFBhZyVCroaEUEo1z2HYcEQQR3JbjtfaRBBeciaizkTEEF3kJCbd30PQTAMadG8zw5B9M2winEvDkFICgVHs44NQQ+TUGKt8AxBYn2q1ONTDEEOMjt9SbkLQWQSHet/IAtBDZUg3Q2JCkGyGXvsl+0JQafGVTP/YQlBDkVeHRrQCEHQjvg/PUAIQbguqcMwsAdBO8+RhZMiB0G+m2N/CpQGQQqQBqcmBQZBLBRl6TV2BUGHfyc1MucEQWRjk8YoVARBD3oDp4W+A0Gfli8hnyMDQWObfYSOWgJBV/k1IvTXAUHOWwG+fR4BQfUdptcdUQBB2B9MaC/Y/kDVlUfwIMz8QItgmU+cZPpA7jR+b35+90AACpK4i8TzQJD7e87yq+5AxHMts0Td40CqZSiVlfXMQAm3Knva8aBA4F6qOLYnpEBCZ1KPv+XUQI7+CS/YjuRAURrreoqi7EAh5ZMzrgzxQCHzDIvX/vJAiGzO++wq9EAlv6H5he70QAXc4KrHV/VALbspA+d79UA0n0fK5n71QDuPY1V7Y/VA8hyMM+Ix9UBmBcu3x/D0QBzX8R/bpPRA1qn7UUVQ9ECFQZn3AvfzQBIAbUMVm/NAAsKbhcI680B277SRU9ryQCRJg6IFefJAlDac3EwX8kDlfKLVhbXxQAO6UoNtVPFAYBPQ6w/08EDFXF0c4pTwQFo0RVT7NvBAZgYOUkqz70B06fi2qfzuQAbYCzkcSO5Ap0zKXSqX7UDRotkVx+jsQNxMpvSqPexA8Q543XaV60BkDg5DpfDqQE0YI3B5TupAuZ56hFmw6UDtW5i9FxXpQJl+/uycfOhAhX3KKYPn50BpFw7ZYFXnQCvVI9bAxeZA8X1GCjQ65kA5x9BEw7DlQKGVPu8LK+VAv6anRcan5ECjlxO1WifkQOcv9iWXqeNADy1ubLMu40CZi4SufLbiQM+YUEC4NuJASOS8B0G44UBndGhz/TzhQD84ZGPAxOBAX9aFxKhP4EDbLcM2/rrfQFhTAzpy3N5A2EMuFLMD3kD4U6aePTDdQBZVRBuTYtxAkAefTSOZ20ApckSYotbaQHVohZpvGNpAv2puTQZf2UB8rArkVarYQAS/mwCQ+tdAvktimG1P10BeTtJJb6jWQNQpTi7YBdZArjRQdwFo1UApODVR0s3UQGvRDaKQNtRA9OXkuuul00AdJ3b8nxfTQD6gEO26jdJAB1eZ5gIH0kBGgi1884PRQEqz9nBeBNFAqchzzSyI0EDUkqf8Tg/QQJdeT3vbMc9AKItNB4pOzkCDAAgtsW/NQLQBehH4lsxAEemTDdrCy0A4CgW4hPbKQPNecHoRL8pAMkUtS/dsyUBCX3s3y6/IQI/cigk++MdAaLEZaWpFx0A029qQk5fGQD6AnIhl7sVApZN3outJxUAojtMP+qnEQFQgpqtfDsRA00wqnSB3w0BB/fJADeTCQEvX3v/0VMJAJ2qVDu/JwUB15FiawULBQD0r6+RRv8BA3LMdU4g/wECxnTOmu4a/QKGdIFdElb5AoblKSZGqvUArwM9ddMa8QEeYFcnF6LtAAjphmFcRu0DLN2XN+j+6QLHf1zOOdLlAZQZRGc2uuEAh/LRLwu63QBr/vjkrNLdA25xPiOV+tkBmsXoPr861QARCBjCoI7VAZy7xW2p9tEAVY0GoBtyzQFALHEcyP7NARPnkyOumskDbovf0djWyQLPe7NbGCLJAGQrXMSvdsUAsMc/Xm7KxQKJR2SwHibFADHWqCrFgsUDKmC8ASzmxQMqM95PVErFAxImtTXftsEB8cK9lFcmwQJ2xU1O1pbBAlGZhRlKDsECmH/FJ6WGwQDpQH6xbQbBA0Z8LHcwhsECpFabWPQOwQBLLlIxby69A4I3lm8uRr0BmsLTBElqvQOKser6JJK9ATMm1LnPwrkATL4lQIL6uQP7uAYeOja5AqX5uTbFerkAYkBwFgzGuQL7S0Zv4Ba5Ar4IkSAfcrUCbwQYMnrOtQHbcrJ2vjK1AB7+nDSRnrUC0dEECMEKtQArrQqURH61APONnJvX8rED+i5sxxdqsQH7hptT6uaxAOJPTGViYrEB8GDuZP3asQOhFsWhbVKxARXjw+DQvrEDWypILkQasQK08WvBP2KtA25HxCRKhq0AFF7wePVurQAVY7ebq/KpAyYHucUxzqkCFNM+1ZZepQBHIkjwBD6hAdFolPQXJpECsdCCB6hibQEkhbqaMLmBADnv+bLKLgUBCzA401/KeQDz6HvC3KqVA95wC/A2Xp0D9d2nhx62oQNa/txu8NqlAuI5x67ZvqUBrERjyxHipQFSU7WrzYKlAUTCTDnAvqUAuvEipreeoQBRFJgMGi6hA1Y7jMKQZqEDwHhR5L5OnQD0Dkjo876ZAAE8LGNI7pkDl6ITmHWilQFtdsDtphaRAggdhQSSBo0BU30m2JnCiQNbLt+7zPqFArb2tcqT1n0D9ppktfoWcQCCYsoYHG5lAWJohs6j/lUAMCyqUd/iSQIoBLtCTQpBASCU6v+6Ti0BrdvteAhyHQFWxymSjGYNAkK2uTrHgfkB8KWmybZZ4QFxq/lg663JAGGumIq1CbEAk2GyDONVjQM4lWrVJKFpA/ZqGBUn+TkC/M2Pg/aFAQCn3fZcvETBAWNUSFTovF0B0XG1s+KXjP9hrGFNNu9k/U3uSG/B/EkCttk5QTxspQCFZmYpDNzlAL9oyv3I2RkDMBuTxDcJRQDzIMzMHFFpAigDaxO2AYUBF7ZjlMG9mQHmr9ibvn2tAQTi6KgRtcEAxUnUDiz1zQPwlAtpFJXZAv/dQQcsdeUDlok960h58QKbnc2JXHn9ANUXp8b4XgUA/O1AslYOCQCqIyhNf2YNAvDKW/PEZhUCefelUTw6GQKXNwPKyh4ZAgsiofex+hUA5FNGZayx8QJ3PzrhlNQJALMZAiRUAgUAu2IXdipqIQIUThi52a4tAKCWDNO3ojED6+a99gN+NQBegHm6Gjo5AhNwZ/6sOj0CWsKwqpHWPQKjbeiwNto9A2yTJfq7mj0AnZz+MVvmPQDzRh3g4AJBAhExin6L1j0CB0YOVddqPQE8X74OUsI9AkdBcx3V5j0COq532AjaPQF9VnItx545A8nFuKtSOjkByqYQX3CyOQFAZzWQFxo1A/tW3jhdTjUCS6+5IftuMQA+AVa+yWIxASSk/OePPi0BLAiyVLjyLQEUSES6HmYpAJDG1O7XeiUAMMBfji/WIQPa1lYVjoYdAjqQxK4cHhUDYf5YALxV6QG1onSB3JQlAxNzh0dXJfUDbw3wy1quDQJ6X7mKItIRASDVNSLTGhEDieyPBeoSEQEdcLoxUI4RAjzEh56qxg0CFWDbjYzeDQB0OrjhNuIJAad35cUY2gkBR2zyjo7KBQH0zE/AtLIFAjbGyhKWigEDXx/gbtxKAQNMotqqh6X5ALVlaHiZsfUAXknFMiBN7QLckjGntv3RA7Q5HJQY92D/EwZQQqDVyQKwtmTp9h3dAOSNpXDAjeEDbU6hkO9N3QMeSD4EmOHdARyXaXUeBdkC7eTMAgLp1QHdIsImc5HRAzHxVRDD1c0C3wfWfd7dyQA==\",\"dtype\":\"float64\",\"shape\":[2000]}},\"selected\":{\"id\":\"1753\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1754\",\"type\":\"UnionRenderers\"}},\"id\":\"1737\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1753\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1737\",\"type\":\"ColumnDataSource\"}},\"id\":\"1741\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1725\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data_source\":{\"id\":\"1757\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1758\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1759\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1761\",\"type\":\"CDSView\"}},\"id\":\"1760\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":4,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1759\",\"type\":\"Line\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1724\",\"type\":\"PanTool\"},{\"id\":\"1725\",\"type\":\"WheelZoomTool\"},{\"id\":\"1726\",\"type\":\"BoxZoomTool\"},{\"id\":\"1727\",\"type\":\"SaveTool\"},{\"id\":\"1728\",\"type\":\"ResetTool\"},{\"id\":\"1729\",\"type\":\"HelpTool\"}]},\"id\":\"1730\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1729\",\"type\":\"HelpTool\"},{\"attributes\":{\"label\":{\"value\":\"1007 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\",\"dtype\":\"float64\",\"shape\":[2000]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[2000]}},\"selected\":{\"id\":\"1770\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1771\",\"type\":\"UnionRenderers\"}},\"id\":\"1742\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1742\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1743\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1744\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1746\",\"type\":\"CDSView\"}},\"id\":\"1745\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1770\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1712\",\"type\":\"LogScale\"},{\"attributes\":{\"overlay\":{\"id\":\"1752\",\"type\":\"BoxAnnotation\"}},\"id\":\"1726\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_alpha\":0.5,\"line_color\":\"#000003\",\"line_width\":4,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1743\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"Flux (erg/s/cm^3)\",\"formatter\":{\"id\":\"1748\",\"type\":\"LogTickFormatter\"},\"ticker\":{\"id\":\"1720\",\"type\":\"LogTicker\"}},\"id\":\"1719\",\"type\":\"LogAxis\"},{\"attributes\":{},\"id\":\"1843\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1737\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1738\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1739\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1741\",\"type\":\"CDSView\"}},\"id\":\"1740\",\"type\":\"GlyphRenderer\"}],\"root_ids\":[\"1703\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"cb07abec-73f6-4945-bed1-41f295a183fb\",\"roots\":{\"1703\":\"736d9ae5-238d-403c-8e8e-eae93ce62d09\"}}];\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", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1703" } }, "output_type": "display_data" } ], "source": [ "show(jpi.flux_at_top(full_output, pressures=[1e-3, 1e-1], plot_width=500, plot_height=400))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", 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