csiborgtools/scripts/readsim.ipynb
2022-10-11 16:35:21 +01:00

1125 lines
71 KiB
Text

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"ExecuteTime": {
"end_time": "2022-10-11T15:20:18.842852Z",
"start_time": "2022-10-11T15:20:18.056022Z"
}
},
"outputs": [],
"source": [
"import numpy as np\n",
"%matplotlib notebook\n",
"import matplotlib.pyplot as plt\n",
"# import fortranfile as ff\n",
"from os import listdir\n",
"\n",
"import sys\n",
"sys.path.append(\"../\")\n",
"\n",
"import galomatch\n",
"\n",
"%load_ext autoreload\n",
"%autoreload 2\n",
"\n",
"from copy import copy"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"ExecuteTime": {
"end_time": "2022-10-11T15:20:18.862223Z",
"start_time": "2022-10-11T15:20:18.845901Z"
}
},
"outputs": [],
"source": [
"simpath = galomatch.io.get_sim_path(9844)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"ExecuteTime": {
"end_time": "2022-10-11T15:20:30.920275Z",
"start_time": "2022-10-11T15:20:18.863861Z"
}
},
"outputs": [],
"source": [
"arr = galomatch.io.read_clumps(1016, simpath)\n",
"galomatch.io.convert_mass_cols(arr, \"mass_cl\")\n",
"galomatch.io.convert_position_cols(arr, [\"peak_x\", \"peak_y\", \"peak_z\"])"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"ExecuteTime": {
"end_time": "2022-10-11T15:21:10.493469Z",
"start_time": "2022-10-11T15:21:10.476059Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([298.56982526, 330.92112924, 322.92393181, ..., 671.12820648,\n",
" 340.09090577, 354.01700821])"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"arr[\"peak_x\"]"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"ExecuteTime": {
"end_time": "2022-10-11T15:22:18.132550Z",
"start_time": "2022-10-11T15:22:17.962004Z"
}
},
"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') {\n",
" for (var j = 0; j < cell.output_area.outputs.length; j++) {\n",
" var data = cell.output_area.outputs[j];\n",
" if (data.data) {\n",
" // IPython >= 3 moved mimebundle to data attribute of output\n",
" data = data.data;\n",
" }\n",
" if (data['text/html'] === html_output) {\n",
" return [cell, data, j];\n",
" }\n",
" }\n",
" }\n",
" }\n",
"};\n",
"\n",
"// Register the function which deals with the matplotlib target/channel.\n",
"// The kernel may be null if the page has been refreshed.\n",
"if (IPython.notebook.kernel !== null) {\n",
" IPython.notebook.kernel.comm_manager.register_target(\n",
" 'matplotlib',\n",
" mpl.mpl_figure_comm\n",
" );\n",
"}\n"
],
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"<IPython.core.display.Javascript object>"
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\" width=\"640\">"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure()\n",
"# plt.scatter(arr[\"peak_x\"], arr[\"peak_y\"], s=0.00001)\n",
"\n",
"plt.hist(np.log10(arr[\"mass_cl\"]), bins=\"auto\")\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "venv_galomatch",
"language": "python",
"name": "venv_galomatch"
},
"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": "48b586a1ee27fc2e7b130d2436dca8c87c36333659e2ed3c8e31ccbf57230401"
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}