{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "5a38ed25", "metadata": { "ExecuteTime": { "end_time": "2022-11-05T20:59:59.473908Z", "start_time": "2022-11-05T20:59:56.434960Z" } }, "outputs": [], "source": [ "import numpy as np\n", "%matplotlib notebook\n", "import matplotlib.pyplot as plt\n", "try:\n", " import csiborgtools\n", "except ModuleNotFoundError:\n", " import sys\n", " sys.path.append(\"../\")\n", " import csiborgtools\n", "import utils\n", "%load_ext autoreload\n", "%autoreload 2\n", "\n", "import joblib\n", "from os.path import join\n", "from glob import glob" ] }, { "cell_type": "code", "execution_count": 2, "id": "267eb013", "metadata": { "ExecuteTime": { "end_time": "2022-11-05T21:00:03.377914Z", "start_time": "2022-11-05T20:59:59.476365Z" } }, "outputs": [], "source": [ "Nsim = 9844\n", "simpath = csiborgtools.io.get_sim_path(Nsim)\n", "Nsnap = 1016\n", "\n", "outfname = join(utils.dumpdir, \"ramses_out_{}_{}.npy\".format(str(Nsim).zfill(5), str(Nsnap).zfill(5)))\n", "\n", "mmain = csiborgtools.io.read_mmain(Nsim, \"/mnt/zfsusers/hdesmond/Mmain\")\n", "\n", "data = np.load(outfname)\n", "data = csiborgtools.io.merge_mmain_to_clumps(data, mmain)\n", "\n", "data = data[(data[\"npart\"] > 100) & np.isfinite(data[\"m200\"])]\n", "\n", "boxunits = csiborgtools.units.BoxUnits(Nsnap, simpath)" ] }, { "cell_type": "code", "execution_count": 22, "id": "043be7a8", "metadata": { "ExecuteTime": { "end_time": "2022-11-05T21:04:44.427414Z", "start_time": "2022-11-05T21:04:43.990494Z" } }, "outputs": [], "source": [ "R = np.sqrt((data[\"peak_x\"] - 0.5)**2 + (data[\"peak_y\"] - 0.5)**2 + (data[\"peak_z\"] - 0.5)**2)" ] }, { "cell_type": "code", "execution_count": 29, "id": "6d6ca015", "metadata": { "ExecuteTime": { "end_time": "2022-11-05T21:06:10.394649Z", "start_time": "2022-11-05T21:06:10.364286Z" } }, "outputs": [ { "data": { "text/plain": [ "201.86808958975962" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "boxunits.box2kpc(0.21) * 1e-3" ] }, { "cell_type": "code", "execution_count": 30, "id": "4f994880", "metadata": { "ExecuteTime": { "end_time": "2022-11-05T21:06:11.274040Z", "start_time": "2022-11-05T21:06:11.034121Z" } }, "outputs": [ { "data": { "application/javascript": [ "/* Put everything inside the global mpl namespace */\n", "/* global mpl */\n", "window.mpl = {};\n", "\n", "mpl.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", "\n", "mpl.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", "\n", "mpl.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", "\n", "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n", "\n", "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n", "\n", "mpl.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_event(event, name);\n", " };\n", " }\n", "\n", " canvas_div.addEventListener(\n", " 'keydown',\n", " on_keyboard_event_closure('key_press')\n", " );\n", " canvas_div.addEventListener(\n", " 'keyup',\n", " on_keyboard_event_closure('key_release')\n", " );\n", "\n", " this._canvas_extra_style(canvas_div);\n", " this.root.appendChild(canvas_div);\n", "\n", " var canvas = (this.canvas = document.createElement('canvas'));\n", " canvas.classList.add('mpl-canvas');\n", " canvas.setAttribute('style', 'box-sizing: content-box;');\n", "\n", " this.context = canvas.getContext('2d');\n", "\n", " var backingStore =\n", " this.context.backingStorePixelRatio ||\n", " this.context.webkitBackingStorePixelRatio ||\n", " this.context.mozBackingStorePixelRatio ||\n", " this.context.msBackingStorePixelRatio ||\n", " this.context.oBackingStorePixelRatio ||\n", " this.context.backingStorePixelRatio ||\n", " 1;\n", "\n", " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n", "\n", " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n", " 'canvas'\n", " ));\n", " rubberband_canvas.setAttribute(\n", " 'style',\n", " 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n", " );\n", "\n", " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n", " if (this.ResizeObserver === undefined) {\n", " if (window.ResizeObserver !== undefined) {\n", " this.ResizeObserver = window.ResizeObserver;\n", " } else {\n", " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n", " this.ResizeObserver = obs.ResizeObserver;\n", " }\n", " }\n", "\n", " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n", " var nentries = entries.length;\n", " for (var i = 0; i < nentries; i++) {\n", " var entry = entries[i];\n", " var width, height;\n", " if (entry.contentBoxSize) {\n", " if (entry.contentBoxSize instanceof Array) {\n", " // Chrome 84 implements new version of spec.\n", " width = entry.contentBoxSize[0].inlineSize;\n", " height = entry.contentBoxSize[0].blockSize;\n", " } else {\n", " // Firefox implements old version of spec.\n", " width = entry.contentBoxSize.inlineSize;\n", " height = entry.contentBoxSize.blockSize;\n", " }\n", " } else {\n", " // Chrome <84 implements even older version of spec.\n", " width = entry.contentRect.width;\n", " height = entry.contentRect.height;\n", " }\n", "\n", " // Keep the size of the canvas and rubber band canvas in sync with\n", " // the canvas container.\n", " if (entry.devicePixelContentBoxSize) {\n", " // Chrome 84 implements new version of spec.\n", " canvas.setAttribute(\n", " 'width',\n", " entry.devicePixelContentBoxSize[0].inlineSize\n", " );\n", " canvas.setAttribute(\n", " 'height',\n", " entry.devicePixelContentBoxSize[0].blockSize\n", " );\n", " } else {\n", " canvas.setAttribute('width', width * fig.ratio);\n", " canvas.setAttribute('height', height * fig.ratio);\n", " }\n", " canvas.setAttribute(\n", " 'style',\n", " 'width: ' + width + 'px; height: ' + height + 'px;'\n", " );\n", "\n", " rubberband_canvas.setAttribute('width', width);\n", " rubberband_canvas.setAttribute('height', height);\n", "\n", " // And update the size in Python. We ignore the initial 0/0 size\n", " // that occurs as the element is placed into the DOM, which should\n", " // otherwise not happen due to the minimum size styling.\n", " if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n", " fig.request_resize(width, height);\n", " }\n", " }\n", " });\n", " this.resizeObserverInstance.observe(canvas_div);\n", "\n", " function on_mouse_event_closure(name) {\n", " return function (event) {\n", " return fig.mouse_event(event, name);\n", " };\n", " }\n", "\n", " rubberband_canvas.addEventListener(\n", " 'mousedown',\n", " on_mouse_event_closure('button_press')\n", " );\n", " rubberband_canvas.addEventListener(\n", " 'mouseup',\n", " on_mouse_event_closure('button_release')\n", " );\n", " rubberband_canvas.addEventListener(\n", " 'dblclick',\n", " on_mouse_event_closure('dblclick')\n", " );\n", " // Throttle sequential mouse events to 1 every 20ms.\n", " rubberband_canvas.addEventListener(\n", " 'mousemove',\n", " on_mouse_event_closure('motion_notify')\n", " );\n", "\n", " rubberband_canvas.addEventListener(\n", " 'mouseenter',\n", " on_mouse_event_closure('figure_enter')\n", " );\n", " rubberband_canvas.addEventListener(\n", " 'mouseleave',\n", " on_mouse_event_closure('figure_leave')\n", " );\n", "\n", " canvas_div.addEventListener('wheel', function (event) {\n", " if (event.deltaY < 0) {\n", " event.step = 1;\n", " } else {\n", " event.step = -1;\n", " }\n", " on_mouse_event_closure('scroll')(event);\n", " });\n", "\n", " canvas_div.appendChild(canvas);\n", " canvas_div.appendChild(rubberband_canvas);\n", "\n", " this.rubberband_context = rubberband_canvas.getContext('2d');\n", " this.rubberband_context.strokeStyle = '#000000';\n", "\n", " this._resize_canvas = function (width, height, forward) {\n", " if (forward) {\n", " canvas_div.style.width = width + 'px';\n", " canvas_div.style.height = height + 'px';\n", " }\n", " };\n", "\n", " // Disable right mouse context menu.\n", " this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n", " event.preventDefault();\n", " return false;\n", " });\n", "\n", " function set_focus() {\n", " canvas.focus();\n", " canvas_div.focus();\n", " }\n", "\n", " window.setTimeout(set_focus, 100);\n", "};\n", "\n", "mpl.figure.prototype._init_toolbar = function () {\n", " var fig = this;\n", "\n", " var toolbar = document.createElement('div');\n", " toolbar.classList = 'mpl-toolbar';\n", " this.root.appendChild(toolbar);\n", "\n", " function on_click_closure(name) {\n", " return function (_event) {\n", " return fig.toolbar_button_onclick(name);\n", " };\n", " }\n", "\n", " function on_mouseover_closure(tooltip) {\n", " return function (event) {\n", " if (!event.currentTarget.disabled) {\n", " return fig.toolbar_button_onmouseover(tooltip);\n", " }\n", " };\n", " }\n", "\n", " fig.buttons = {};\n", " var buttonGroup = document.createElement('div');\n", " buttonGroup.classList = 'mpl-button-group';\n", " for (var toolbar_ind in mpl.toolbar_items) {\n", " var name = mpl.toolbar_items[toolbar_ind][0];\n", " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", " var image = mpl.toolbar_items[toolbar_ind][2];\n", " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", "\n", " if (!name) {\n", " /* Instead of a spacer, we start a new button group. */\n", " if (buttonGroup.hasChildNodes()) {\n", " toolbar.appendChild(buttonGroup);\n", " }\n", " buttonGroup = document.createElement('div');\n", " buttonGroup.classList = 'mpl-button-group';\n", " continue;\n", " }\n", "\n", " var button = (fig.buttons[name] = document.createElement('button'));\n", " button.classList = 'mpl-widget';\n", " button.setAttribute('role', 'button');\n", " button.setAttribute('aria-disabled', 'false');\n", " button.addEventListener('click', on_click_closure(method_name));\n", " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", "\n", " var icon_img = document.createElement('img');\n", " icon_img.src = '_images/' + image + '.png';\n", " icon_img.srcset = '_images/' + image + '_large.png 2x';\n", " icon_img.alt = tooltip;\n", " button.appendChild(icon_img);\n", "\n", " buttonGroup.appendChild(button);\n", " }\n", "\n", " if (buttonGroup.hasChildNodes()) {\n", " toolbar.appendChild(buttonGroup);\n", " }\n", "\n", " var fmt_picker = document.createElement('select');\n", " fmt_picker.classList = 'mpl-widget';\n", " toolbar.appendChild(fmt_picker);\n", " this.format_dropdown = fmt_picker;\n", "\n", " for (var ind in mpl.extensions) {\n", " var fmt = mpl.extensions[ind];\n", " var option = document.createElement('option');\n", " option.selected = fmt === mpl.default_extension;\n", " option.innerHTML = fmt;\n", " fmt_picker.appendChild(option);\n", " }\n", "\n", " var status_bar = document.createElement('span');\n", " status_bar.classList = 'mpl-message';\n", " toolbar.appendChild(status_bar);\n", " this.message = status_bar;\n", "};\n", "\n", "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n", " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", " // which will in turn request a refresh of the image.\n", " this.send_message('resize', { width: x_pixels, height: y_pixels });\n", "};\n", "\n", "mpl.figure.prototype.send_message = function (type, properties) {\n", " properties['type'] = type;\n", " properties['figure_id'] = this.id;\n", " this.ws.send(JSON.stringify(properties));\n", "};\n", "\n", "mpl.figure.prototype.send_draw_message = function () {\n", " if (!this.waiting) {\n", " this.waiting = true;\n", " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n", " }\n", "};\n", "\n", "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", " var format_dropdown = fig.format_dropdown;\n", " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", " fig.ondownload(fig, format);\n", "};\n", "\n", "mpl.figure.prototype.handle_resize = function (fig, msg) {\n", " var size = msg['size'];\n", " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n", " fig._resize_canvas(size[0], size[1], msg['forward']);\n", " fig.send_message('refresh', {});\n", " }\n", "};\n", "\n", "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n", " var x0 = msg['x0'] / fig.ratio;\n", " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n", " var x1 = msg['x1'] / fig.ratio;\n", " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n", " x0 = Math.floor(x0) + 0.5;\n", " y0 = Math.floor(y0) + 0.5;\n", " x1 = Math.floor(x1) + 0.5;\n", " y1 = Math.floor(y1) + 0.5;\n", " var min_x = Math.min(x0, x1);\n", " var min_y = Math.min(y0, y1);\n", " var width = Math.abs(x1 - x0);\n", " var height = Math.abs(y1 - y0);\n", "\n", " fig.rubberband_context.clearRect(\n", " 0,\n", " 0,\n", " fig.canvas.width / fig.ratio,\n", " fig.canvas.height / fig.ratio\n", " );\n", "\n", " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", "};\n", "\n", "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n", " // Updates the figure title.\n", " fig.header.textContent = msg['label'];\n", "};\n", "\n", "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n", " fig.rubberband_canvas.style.cursor = msg['cursor'];\n", "};\n", "\n", "mpl.figure.prototype.handle_message = function (fig, msg) {\n", " fig.message.textContent = msg['message'];\n", "};\n", "\n", "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n", " // Request the server to send over a new figure.\n", " fig.send_draw_message();\n", "};\n", "\n", "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n", " fig.image_mode = msg['mode'];\n", "};\n", "\n", "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n", " for (var key in msg) {\n", " if (!(key in fig.buttons)) {\n", " continue;\n", " }\n", " fig.buttons[key].disabled = !msg[key];\n", " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n", " }\n", "};\n", "\n", "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n", " if (msg['mode'] === 'PAN') {\n", " fig.buttons['Pan'].classList.add('active');\n", " fig.buttons['Zoom'].classList.remove('active');\n", " } else if (msg['mode'] === 'ZOOM') {\n", " fig.buttons['Pan'].classList.remove('active');\n", " fig.buttons['Zoom'].classList.add('active');\n", " } else {\n", " fig.buttons['Pan'].classList.remove('active');\n", " fig.buttons['Zoom'].classList.remove('active');\n", " }\n", "};\n", "\n", "mpl.figure.prototype.updated_canvas_event = function () {\n", " // Called whenever the canvas gets updated.\n", " this.send_message('ack', {});\n", "};\n", "\n", "// A function to construct a web socket function for onmessage handling.\n", "// Called in the figure constructor.\n", "mpl.figure.prototype._make_on_message_function = function (fig) {\n", " return function socket_on_message(evt) {\n", " if (evt.data instanceof Blob) {\n", " var img = evt.data;\n", " if (img.type !== 'image/png') {\n", " /* FIXME: We get \"Resource interpreted as Image but\n", " * transferred with MIME type text/plain:\" errors on\n", " * Chrome. But how to set the MIME type? It doesn't seem\n", " * to be part of the websocket stream */\n", " img.type = 'image/png';\n", " }\n", "\n", " /* Free the memory for the previous frames */\n", " if (fig.imageObj.src) {\n", " (window.URL || window.webkitURL).revokeObjectURL(\n", " fig.imageObj.src\n", " );\n", " }\n", "\n", " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", " img\n", " );\n", " fig.updated_canvas_event();\n", " fig.waiting = false;\n", " return;\n", " } else if (\n", " typeof evt.data === 'string' &&\n", " evt.data.slice(0, 21) === 'data:image/png;base64'\n", " ) {\n", " fig.imageObj.src = evt.data;\n", " fig.updated_canvas_event();\n", " fig.waiting = false;\n", " return;\n", " }\n", "\n", " var msg = JSON.parse(evt.data);\n", " var msg_type = msg['type'];\n", "\n", " // Call the \"handle_{type}\" callback, which takes\n", " // the figure and JSON message as its only arguments.\n", " try {\n", " var callback = fig['handle_' + msg_type];\n", " } catch (e) {\n", " console.log(\n", " \"No handler for the '\" + msg_type + \"' message type: \",\n", " msg\n", " );\n", " return;\n", " }\n", "\n", " if (callback) {\n", " try {\n", " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", " callback(fig, msg);\n", " } catch (e) {\n", " console.log(\n", " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n", " e,\n", " e.stack,\n", " msg\n", " );\n", " }\n", " }\n", " };\n", "};\n", "\n", "// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", "mpl.findpos = function (e) {\n", " //this section is from http://www.quirksmode.org/js/events_properties.html\n", " var targ;\n", " if (!e) {\n", " e = window.event;\n", " }\n", " if (e.target) {\n", " targ = e.target;\n", " } else if (e.srcElement) {\n", " targ = e.srcElement;\n", " }\n", " if (targ.nodeType === 3) {\n", " // defeat Safari bug\n", " targ = targ.parentNode;\n", " }\n", "\n", " // pageX,Y are the mouse positions relative to the document\n", " var boundingRect = targ.getBoundingClientRect();\n", " var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n", " var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n", "\n", " return { x: x, y: y };\n", "};\n", "\n", "/*\n", " * return a copy of an object with only non-object keys\n", " * we need this to avoid circular references\n", " * https://stackoverflow.com/a/24161582/3208463\n", " */\n", "function simpleKeys(original) {\n", " return Object.keys(original).reduce(function (obj, key) {\n", " if (typeof original[key] !== 'object') {\n", " obj[key] = original[key];\n", " }\n", " return obj;\n", " }, {});\n", "}\n", "\n", "mpl.figure.prototype.mouse_event = function (event, name) {\n", " var canvas_pos = mpl.findpos(event);\n", "\n", " if (name === 'button_press') {\n", " this.canvas.focus();\n", " this.canvas_div.focus();\n", " }\n", "\n", " var x = canvas_pos.x * this.ratio;\n", " var y = canvas_pos.y * this.ratio;\n", "\n", " this.send_message(name, {\n", " x: x,\n", " y: y,\n", " button: event.button,\n", " step: event.step,\n", " guiEvent: simpleKeys(event),\n", " });\n", "\n", " /* This prevents the web browser from automatically changing to\n", " * the text insertion cursor when the button is pressed. We want\n", " * to control all of the cursor setting manually through the\n", " * 'cursor' event from matplotlib */\n", " event.preventDefault();\n", " return false;\n", "};\n", "\n", "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n", " // Handle any extra behaviour associated with a key event\n", "};\n", "\n", "mpl.figure.prototype.key_event = function (event, name) {\n", " // Prevent repeat events\n", " if (name === 'key_press') {\n", " if (event.key === this._key) {\n", " return;\n", " } else {\n", " this._key = event.key;\n", " }\n", " }\n", " if (name === 'key_release') {\n", " this._key = null;\n", " }\n", "\n", " var value = '';\n", " if (event.ctrlKey && event.key !== 'Control') {\n", " value += 'ctrl+';\n", " }\n", " else if (event.altKey && event.key !== 'Alt') {\n", " value += 'alt+';\n", " }\n", " else if (event.shiftKey && event.key !== 'Shift') {\n", " value += 'shift+';\n", " }\n", "\n", " value += 'k' + event.key;\n", "\n", " this._key_event_extra(event, name);\n", "\n", " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n", " return false;\n", "};\n", "\n", "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n", " if (name === 'download') {\n", " this.handle_save(this, null);\n", " } else {\n", " this.send_message('toolbar_button', { name: name });\n", " }\n", "};\n", "\n", "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n", " this.message.textContent = tooltip;\n", "};\n", "\n", "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n", "// prettier-ignore\n", "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n", "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o\", \"download\"]];\n", "\n", "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\", \"webp\"];\n", "\n", "mpl.default_extension = \"png\";/* global mpl */\n", "\n", "var comm_websocket_adapter = function (comm) {\n", " // Create a \"websocket\"-like object which calls the given IPython comm\n", " // object with the appropriate methods. Currently this is a non binary\n", " // socket, so there is still some room for performance tuning.\n", " var ws = {};\n", "\n", " ws.binaryType = comm.kernel.ws.binaryType;\n", " ws.readyState = comm.kernel.ws.readyState;\n", " function updateReadyState(_event) {\n", " if (comm.kernel.ws) {\n", " ws.readyState = comm.kernel.ws.readyState;\n", " } else {\n", " ws.readyState = 3; // Closed state.\n", " }\n", " }\n", " comm.kernel.ws.addEventListener('open', updateReadyState);\n", " comm.kernel.ws.addEventListener('close', updateReadyState);\n", " comm.kernel.ws.addEventListener('error', updateReadyState);\n", "\n", " ws.close = function () {\n", " comm.close();\n", " };\n", " ws.send = function (m) {\n", " //console.log('sending', m);\n", " comm.send(m);\n", " };\n", " // Register the callback with on_msg.\n", " comm.on_msg(function (msg) {\n", " //console.log('receiving', msg['content']['data'], msg);\n", " var data = msg['content']['data'];\n", " if (data['blob'] !== undefined) {\n", " data = {\n", " data: new Blob(msg['buffers'], { type: data['blob'] }),\n", " };\n", " }\n", " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", " ws.onmessage(data);\n", " });\n", " return ws;\n", "};\n", "\n", "mpl.mpl_figure_comm = function (comm, msg) {\n", " // This is the function which gets called when the mpl process\n", " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", "\n", " var id = msg.content.data.id;\n", " // Get hold of the div created by the display call when the Comm\n", " // socket was opened in Python.\n", " var element = document.getElementById(id);\n", " var ws_proxy = comm_websocket_adapter(comm);\n", "\n", " function ondownload(figure, _format) {\n", " window.open(figure.canvas.toDataURL());\n", " }\n", "\n", " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n", "\n", " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", " // web socket which is closed, not our websocket->open comm proxy.\n", " ws_proxy.onopen();\n", "\n", " fig.parent_element = element;\n", " fig.cell_info = mpl.find_output_cell(\"<div id='\" + id + \"'></div>\");\n", " if (!fig.cell_info) {\n", " console.error('Failed to find cell for figure', id, fig);\n", " return;\n", " }\n", " fig.cell_info[0].output_area.element.on(\n", " 'cleared',\n", " { fig: fig },\n", " fig._remove_fig_handler\n", " );\n", "};\n", "\n", "mpl.figure.prototype.handle_close = function (fig, msg) {\n", " var width = fig.canvas.width / fig.ratio;\n", " fig.cell_info[0].output_area.element.off(\n", " 'cleared',\n", " fig._remove_fig_handler\n", " );\n", " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n", "\n", " // Update the output cell to use the data from the current canvas.\n", " fig.push_to_output();\n", " var dataURL = fig.canvas.toDataURL();\n", " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", " // the notebook keyboard shortcuts fail.\n", " IPython.keyboard_manager.enable();\n", " fig.parent_element.innerHTML =\n", " '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", " fig.close_ws(fig, msg);\n", "};\n", "\n", "mpl.figure.prototype.close_ws = function (fig, msg) {\n", " fig.send_message('closing', msg);\n", " // fig.ws.close()\n", "};\n", "\n", "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n", " // Turn the data on the canvas into data in the output cell.\n", " var width = this.canvas.width / this.ratio;\n", " var dataURL = this.canvas.toDataURL();\n", " this.cell_info[1]['text/html'] =\n", " '<img src=\"' + dataURL + '\" width=\"' + width + '\">';\n", "};\n", "\n", "mpl.figure.prototype.updated_canvas_event = function () {\n", " // Tell IPython that the notebook contents must change.\n", " IPython.notebook.set_dirty(true);\n", " this.send_message('ack', {});\n", " var fig = this;\n", " // Wait a second, then push the new image to the DOM so\n", " // that it is saved nicely (might be nice to debounce this).\n", " setTimeout(function () {\n", " fig.push_to_output();\n", " }, 1000);\n", "};\n", "\n", "mpl.figure.prototype._init_toolbar = function () {\n", " var fig = this;\n", "\n", " var toolbar = document.createElement('div');\n", " toolbar.classList = 'btn-toolbar';\n", " this.root.appendChild(toolbar);\n", "\n", " function on_click_closure(name) {\n", " return function (_event) {\n", " return fig.toolbar_button_onclick(name);\n", " };\n", " }\n", "\n", " function on_mouseover_closure(tooltip) {\n", " return function (event) {\n", " if (!event.currentTarget.disabled) {\n", " return fig.toolbar_button_onmouseover(tooltip);\n", " }\n", " };\n", " }\n", "\n", " fig.buttons = {};\n", " var buttonGroup = document.createElement('div');\n", " buttonGroup.classList = 'btn-group';\n", " var button;\n", " for (var toolbar_ind in mpl.toolbar_items) {\n", " var name = mpl.toolbar_items[toolbar_ind][0];\n", " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", " var image = mpl.toolbar_items[toolbar_ind][2];\n", " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", "\n", " if (!name) {\n", " /* Instead of a spacer, we start a new button group. */\n", " if (buttonGroup.hasChildNodes()) {\n", " toolbar.appendChild(buttonGroup);\n", " }\n", " buttonGroup = document.createElement('div');\n", " buttonGroup.classList = 'btn-group';\n", " continue;\n", " }\n", "\n", " button = fig.buttons[name] = document.createElement('button');\n", " button.classList = 'btn btn-default';\n", " button.href = '#';\n", " button.title = name;\n", " button.innerHTML = '<i class=\"fa ' + image + ' fa-lg\"></i>';\n", " button.addEventListener('click', on_click_closure(method_name));\n", " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", " buttonGroup.appendChild(button);\n", " }\n", "\n", " if (buttonGroup.hasChildNodes()) {\n", " toolbar.appendChild(buttonGroup);\n", " }\n", "\n", " // Add the status bar.\n", " var status_bar = document.createElement('span');\n", " status_bar.classList = 'mpl-message pull-right';\n", " toolbar.appendChild(status_bar);\n", " this.message = status_bar;\n", "\n", " // Add the close button to the window.\n", " var buttongrp = document.createElement('div');\n", " buttongrp.classList = 'btn-group inline pull-right';\n", " button = document.createElement('button');\n", " button.classList = 'btn btn-mini btn-primary';\n", " button.href = '#';\n", " button.title = 'Stop Interaction';\n", " button.innerHTML = '<i class=\"fa fa-power-off icon-remove icon-large\"></i>';\n", " button.addEventListener('click', function (_evt) {\n", " fig.handle_close(fig, {});\n", " });\n", " button.addEventListener(\n", " 'mouseover',\n", " on_mouseover_closure('Stop Interaction')\n", " );\n", " buttongrp.appendChild(button);\n", " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n", " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n", "};\n", "\n", "mpl.figure.prototype._remove_fig_handler = function (event) {\n", " var fig = event.data.fig;\n", " if (event.target !== this) {\n", " // Ignore bubbled events from children.\n", " return;\n", " }\n", " fig.close_ws(fig, {});\n", "};\n", "\n", "mpl.figure.prototype._root_extra_style = function (el) {\n", " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n", "};\n", "\n", "mpl.figure.prototype._canvas_extra_style = function (el) {\n", " // this is important to make the div 'focusable\n", " el.setAttribute('tabindex', 0);\n", " // reach out to IPython and tell the keyboard manager to turn it's self\n", " // off when our div gets focus\n", "\n", " // location in version 3\n", " if (IPython.notebook.keyboard_manager) {\n", " IPython.notebook.keyboard_manager.register_events(el);\n", " } else {\n", " // location in version 2\n", " IPython.keyboard_manager.register_events(el);\n", " }\n", "};\n", "\n", "mpl.figure.prototype._key_event_extra = function (event, _name) {\n", " // Check for shift+enter\n", " if (event.shiftKey && event.which === 13) {\n", " this.canvas_div.blur();\n", " // select the cell after this one\n", " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", " IPython.notebook.select(index + 1);\n", " }\n", "};\n", "\n", "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", " fig.ondownload(fig, null);\n", "};\n", "\n", "mpl.find_output_cell = function (html_output) {\n", " // Return the cell and output element which can be found *uniquely* in the notebook.\n", " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", " // IPython event is triggered only after the cells have been serialised, which for\n", " // our purposes (turning an active figure into a static one), is too late.\n", " var cells = IPython.notebook.get_cells();\n", " var ncells = cells.length;\n", " for (var i = 0; i < ncells; i++) {\n", " var cell = cells[i];\n", " if (cell.cell_type === 'code') 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\" width=\"640\">" ], "text/plain": [ "<IPython.core.display.HTML object>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.hist(R, bins=\"auto\")\n", "\n", "plt.axvline(0.22, c=\"red\")\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 34, "id": "b681e5d3", "metadata": { "ExecuteTime": { "end_time": "2022-11-05T21:06:49.014297Z", "start_time": "2022-11-05T21:06:48.980973Z" } }, "outputs": [ { "data": { "text/plain": [ "43830404417.54772" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mass = boxunits.box2solarmass(data[\"m200\"])\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "id": "15e529a7", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "f3561043", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "b5871aa9", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "b666ee5b", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "eafa9395", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "3aa8115a", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "f81141af", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 3, "id": "7c9e766a", "metadata": { "ExecuteTime": { "end_time": "2022-11-05T21:00:03.983674Z", "start_time": "2022-11-05T21:00:03.380526Z" } }, "outputs": [], "source": [ "# Nsplit = 0\n", "# loaddir = join(utils.dumpdir, \"temp\")\n", "# parts, part_clumps, clumps = csiborgtools.fits.load_split_particles(\n", "# Nsplit, loaddir, Nsim, Nsnap, remove_split=False)" ] }, { "cell_type": "code", "execution_count": 43, "id": "c25c620c", "metadata": { "ExecuteTime": { "end_time": "2022-11-05T20:58:33.132862Z", "start_time": "2022-11-05T20:58:33.101822Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1306\n" ] } ], "source": [ "# n = 584\n", "# xs = csiborgtools.fits.pick_single_clump(n, parts, part_clumps, clumps)\n", "# halo = csiborgtools.fits.Clump.from_arrays(*xs, rhoc=boxunits.box_rhoc)\n", "# print(halo.Npart)" ] }, { "cell_type": "code", "execution_count": null, "id": "fb354134", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.0" }, "vscode": { "interpreter": { "hash": "f29d02a8350410abc2a9fb79641689d10bf7ab64afc03ec87ca3cf6ed2daa499" } } }, "nbformat": 4, "nbformat_minor": 5 }