2022-10-20 22:28:44 +00:00
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2022-10-20T14:23:25.906826Z",
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"start_time": "2022-10-20T14:23:24.270299Z"
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}
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},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"%matplotlib notebook\n",
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"import matplotlib.pyplot as plt\n",
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"# Local imports\n",
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"try:\n",
|
2022-10-20 22:37:33 +00:00
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" import csiborgtools\n",
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2022-10-20 22:28:44 +00:00
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"except ModuleNotFoundError:\n",
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" import sys\n",
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" sys.path.append(\"../\")\n",
|
2022-10-20 22:37:33 +00:00
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|
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" import csiborgtools\n",
|
2022-10-20 22:28:44 +00:00
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"import utils\n",
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"\n",
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"%load_ext autoreload\n",
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"%autoreload 2"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2022-10-20T14:23:27.797767Z",
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"start_time": "2022-10-20T14:23:25.910913Z"
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}
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},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"100%|█████████████████████████████████████████████| 1/1 [00:00<00:00, 4.37it/s]\n"
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]
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}
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],
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"source": [
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"obs = utils.load_2mpp()\n",
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"\n",
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"\n",
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"cols = [\"ra\", \"dec\", \"mass_cl\", \"dist\"]\n",
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"mmains = utils.load_mmains(1)\n",
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2022-10-20 22:37:33 +00:00
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"mmains = csiborgtools.utils.list_to_ndarray(mmains, cols)\n",
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2022-10-20 22:28:44 +00:00
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"sim = mmains[0, ...]\n",
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2022-10-20 22:37:33 +00:00
|
|
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"sim = csiborgtools.utils.array_to_structured(sim ,cols)\n",
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2022-10-20 22:28:44 +00:00
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"planck = utils.load_planck2015()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"ExecuteTime": {
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"end_time": "2022-10-20T14:23:28.182428Z",
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"start_time": "2022-10-20T14:23:28.011353Z"
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}
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},
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"outputs": [
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{
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"data": {
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2022-10-20 22:37:33 +00:00
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"application/javascript": "/* Put everything inside the global mpl namespace */\n/* global mpl */\nwindow.mpl = {};\n\nmpl.get_websocket_type = function () {\n if (typeof WebSocket !== 'undefined') {\n return WebSocket;\n } else if (typeof MozWebSocket !== 'undefined') {\n return MozWebSocket;\n } else {\n alert(\n 'Your browser does not have WebSocket support. ' +\n 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n 'Firefox 4 and 5 are also supported but you ' +\n 'have to enable WebSockets in about:config.'\n );\n }\n};\n\nmpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n this.id = figure_id;\n\n this.ws = websocket;\n\n this.supports_binary = this.ws.binaryType !== undefined;\n\n if (!this.supports_binary) {\n var warnings = document.getElementById('mpl-warnings');\n if (warnings) {\n warnings.style.display = 'block';\n warnings.textContent =\n 'This browser does not support binary websocket messages. ' +\n 'Performance may be slow.';\n }\n }\n\n this.imageObj = new Image();\n\n this.context = undefined;\n this.message = undefined;\n this.canvas = undefined;\n this.rubberband_canvas = undefined;\n this.rubberband_context = undefined;\n this.format_dropdown = undefined;\n\n this.image_mode = 'full';\n\n this.root = document.createElement('div');\n this.root.setAttribute('style', 'display: inline-block');\n this._root_extra_style(this.root);\n\n parent_element.appendChild(this.root);\n\n this._init_header(this);\n this._init_canvas(this);\n this._init_toolbar(this);\n\n var fig = this;\n\n this.waiting = false;\n\n this.ws.onopen = function () {\n fig.send_message('supports_binary', { value: fig.supports_binary });\n fig.send_message('send_image_mode', {});\n if (fig.ratio !== 1) {\n fig.send_message('set_device_pixel_ratio', {\n device_pixel_ratio: fig.ratio,\n });\n }\n fig.send_message('refresh', {});\n };\n\n this.imageObj.onload = function () {\n if (fig.image_mode === 'full') {\n // Full images could contain transparency (where diff images\n // almost always do), so we need to clear the canvas so that\n // there is no ghosting.\n fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n }\n fig.context.drawImage(fig.imageObj, 0, 0);\n };\n\n this.imageObj.onunload = function () {\n fig.ws.close();\n };\n\n this.ws.onmessage = this._make_on_message_function(this);\n\n this.ondownload = ondownload;\n};\n\nmpl.figure.prototype._init_header = function () {\n var titlebar = document.createElement('div');\n titlebar.classList =\n 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n var titletext = document.createElement('div');\n titletext.classList = 'ui-dialog-title';\n titletext.setAttribute(\n 'style',\n 'width: 100%; text-align: center; padding: 3px;'\n );\n titlebar.appendChild(titletext);\n this.root.appendChild(titlebar);\n this.header = titletext;\n};\n\nmpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n\nmpl.figure.prototype._init_canvas = function () {\n var fig = this;\n\n var canvas_div = (this.canvas_div = document.createElement('div'));\n canvas_div.setAttribute(\n 'style',\n 'border: 1px solid #ddd;' +\n 'box-sizing: content-box;' +\n 'clear: both;' +\n 'min-height: 1px;' +\n 'min-width: 1px;' +\n 'outline: 0;' +\n 'overflow: hidden;' +\n 'position: relative;' +\n 'resize: both;'\n );\n\n function on_keyboard_event_closure(name) {\n return function (event) {\n return fig.key
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2022-10-20 22:28:44 +00:00
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"metadata": {},
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],
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"text/plain": [
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"<IPython.core.display.HTML object>"
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]
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},
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|
"metadata": {},
|
|
|
|
"output_type": "display_data"
|
|
|
|
}
|
|
|
|
],
|
|
|
|
"source": [
|
|
|
|
"dx = 20\n",
|
|
|
|
"dmin = 125\n",
|
|
|
|
"dmax = dmin + dx\n",
|
|
|
|
"\n",
|
|
|
|
"mask_obs = (dmin < obs[\"CDIST_CMB\"]) & (obs[\"CDIST_CMB\"] < dmax)\n",
|
|
|
|
"mask_sim = (dmin < sim[\"dist\"]) & (sim[\"dist\"] < dmax) & (sim[\"mass_cl\"] > 1e12)\n",
|
|
|
|
"\n",
|
|
|
|
"width = 6.4\n",
|
|
|
|
"plt.figure(figsize=(width, width*0.75))\n",
|
|
|
|
"plt.scatter(obs[\"RA\"][mask_obs], obs[\"DEC\"][mask_obs], s=1.5, label=\"2M++\")\n",
|
|
|
|
"plt.scatter(sim[\"ra\"][mask_sim] , sim[\"dec\"][mask_sim], s=1.5, label=\"CSiBORG\")\n",
|
|
|
|
"plt.scatter(planck[\"RA\"], planck[\"DEC\"], label=\"Planck SZ clusters < 214 MPc\", c=\"red\")\n",
|
|
|
|
"\n",
|
|
|
|
"\n",
|
|
|
|
"plt.legend()\n",
|
|
|
|
"plt.xlabel(\"RA\")\n",
|
|
|
|
"plt.ylabel(\"dec\")\n",
|
|
|
|
"plt.tight_layout()\n",
|
|
|
|
"# plt.savefig(\"../plots/2mpp_overlap.png\", dpi=450)\n",
|
|
|
|
"plt.show()"
|
|
|
|
]
|
|
|
|
},
|
|
|
|
{
|
|
|
|
"cell_type": "code",
|
|
|
|
"execution_count": null,
|
|
|
|
"metadata": {},
|
|
|
|
"outputs": [],
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|
|
|
"source": []
|
|
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}
|
|
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|
],
|
|
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|
"metadata": {
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|
|
|
"kernelspec": {
|
2022-10-20 22:37:33 +00:00
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|
|
"display_name": "Python 3.8.0 ('venv_galomatch': virtualenv)",
|
2022-10-20 22:28:44 +00:00
|
|
|
"language": "python",
|
2022-10-20 22:37:33 +00:00
|
|
|
"name": "python3"
|
2022-10-20 22:28:44 +00:00
|
|
|
},
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|
"language_info": {
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|
|
"name": "ipython",
|
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"version": 3
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},
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|
"file_extension": ".py",
|
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|
"mimetype": "text/x-python",
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"name": "python",
|
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"nbconvert_exporter": "python",
|
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|
"pygments_lexer": "ipython3",
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"version": "3.8.0"
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},
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"vscode": {
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"interpreter": {
|
2022-10-20 22:37:33 +00:00
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"hash": "f29d02a8350410abc2a9fb79641689d10bf7ab64afc03ec87ca3cf6ed2daa499"
|
2022-10-20 22:28:44 +00:00
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}
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}
|
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},
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|
"nbformat": 4,
|
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"nbformat_minor": 2
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}
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